diff --git "a/bp-title.csv" "b/bp-title.csv"
--- "a/bp-title.csv"
+++ "b/bp-title.csv"
@@ -1,642 +1,642 @@
-,url,title
-0,https://pyimagesearch.com/2017/09/25/configuring-ubuntu-for-deep-learning-with-python/,Configuring Ubuntu for deep learning with Python
-1,https://pyimagesearch.com/2017/09/23/getting-started-deep-learning-computer-vision-python/,Getting started with Deep Learning for Computer Vision with Python
-2,https://pyimagesearch.com/2016/11/21/raspbian-opencv-pre-configured-and-pre-installed/,Raspbian + OpenCV pre-configured and pre-installed.
-3,https://pyimagesearch.com/2015/02/04/train-custom-image-classifiers-object-detectors-object-trackers/,"Train your own custom image classifiers, object detectors, and object trackers."
-4,https://pyimagesearch.com/2014/06/26/announcing-case-studies-solving-real-world-problems-computer-vision/,"Announcing ""Case Studies: Solving real world problems with computer vision"""
-5,https://pyimagesearch.com/2021/02/01/opencv-histogram-equalization-and-adaptive-histogram-equalization-clahe/,OpenCV Histogram Equalization and Adaptive Histogram Equalization (CLAHE)
-6,https://pyimagesearch.com/2021/02/03/opencv-image-translation/,OpenCV Image Translation
-7,https://pyimagesearch.com/2021/02/22/opencv-connected-component-labeling-and-analysis/,OpenCV Connected Component Labeling and Analysis
-8,https://pyimagesearch.com/2021/03/08/defending-against-adversarial-image-attacks-with-keras-and-tensorflow/,Defending against adversarial image attacks with Keras and TensorFlow
-9,https://pyimagesearch.com/2021/03/15/mixing-normal-images-and-adversarial-images-when-training-cnns/,Mixing normal images and adversarial images when training CNNs
-10,https://pyimagesearch.com/2021/03/22/opencv-template-matching-cv2-matchtemplate/,OpenCV Template Matching ( cv2.matchTemplate )
-11,https://pyimagesearch.com/2021/04/05/opencv-face-detection-with-haar-cascades/,OpenCV Face detection with Haar cascades
-12,https://pyimagesearch.com/2021/04/12/opencv-haar-cascades/,OpenCV Haar Cascades
-13,https://pyimagesearch.com/2020/12/07/comparing-images-for-similarity-using-siamese-networks-keras-and-tensorflow/,"Comparing images for similarity using siamese networks, Keras, and TensorFlow"
-14,https://pyimagesearch.com/2020/12/21/detecting-aruco-markers-with-opencv-and-python/,Detecting ArUco markers with OpenCV and Python
-15,https://pyimagesearch.com/2020/12/28/determining-aruco-marker-type-with-opencv-and-python/,Determining ArUco marker type with OpenCV and Python
-16,https://pyimagesearch.com/2021/01/04/opencv-augmented-reality-ar/,OpenCV Augmented Reality (AR)
-17,https://pyimagesearch.com/2021/01/11/opencv-video-augmented-reality/,OpenCV Video Augmented Reality
-18,https://pyimagesearch.com/2021/01/18/contrastive-loss-for-siamese-networks-with-keras-and-tensorflow/,Contrastive Loss for Siamese Networks with Keras and TensorFlow
-19,https://pyimagesearch.com/2021/01/19/crop-image-with-opencv/,Crop Image with OpenCV
-20,https://pyimagesearch.com/2021/01/19/image-arithmetic-opencv/,Image Arithmetic OpenCV
-21,https://pyimagesearch.com/2021/01/19/opencv-bitwise-and-or-xor-and-not/,"OpenCV Bitwise AND, OR, XOR, and NOT"
-22,https://pyimagesearch.com/2021/01/20/opencv-getting-and-setting-pixels/,OpenCV Getting and Setting Pixels
-23,https://pyimagesearch.com/2021/01/20/opencv-flip-image-cv2-flip/,OpenCV Flip Image ( cv2.flip )
-24,https://pyimagesearch.com/2021/01/23/splitting-and-merging-channels-with-opencv/,Splitting and Merging Channels with OpenCV
-25,https://pyimagesearch.com/2021/01/25/detecting-low-contrast-images-with-opencv-scikit-image-and-python/,"Detecting low contrast images with OpenCV, scikit-image, and Python"
-26,https://pyimagesearch.com/2021/01/27/drawing-with-opencv/,Drawing with OpenCV
-27,https://pyimagesearch.com/2020/08/17/ocr-with-keras-tensorflow-and-deep-learning/,"OCR with Keras, TensorFlow, and Deep Learning"
-28,https://pyimagesearch.com/2020/09/28/image-segmentation-with-mask-r-cnn-grabcut-and-opencv/,"Image Segmentation with Mask R-CNN, GrabCut, and OpenCV"
-29,https://pyimagesearch.com/2020/10/19/adversarial-images-and-attacks-with-keras-and-tensorflow/,Adversarial images and attacks with Keras and TensorFlow
-30,https://pyimagesearch.com/2020/10/26/targeted-adversarial-attacks-with-keras-and-tensorflow/,Targeted adversarial attacks with Keras and TensorFlow
-31,https://pyimagesearch.com/2020/11/02/apriltag-with-python/,AprilTag with Python
-32,https://pyimagesearch.com/2020/11/09/opencv-super-resolution-with-deep-learning/,OpenCV Super Resolution with Deep Learning
-33,https://pyimagesearch.com/2020/11/16/gans-with-keras-and-tensorflow/,GANs with Keras and TensorFlow
-34,https://pyimagesearch.com/2020/11/23/building-image-pairs-for-siamese-networks-with-python/,Building image pairs for siamese networks with Python
-35,https://pyimagesearch.com/2020/04/20/detect-and-remove-duplicate-images-from-a-dataset-for-deep-learning/,Detect and remove duplicate images from a dataset for deep learning
-36,https://pyimagesearch.com/2020/04/27/fine-tuning-resnet-with-keras-tensorflow-and-deep-learning/,"Fine-tuning ResNet with Keras, TensorFlow, and Deep Learning"
-37,https://pyimagesearch.com/2020/06/01/opencv-social-distancing-detector/,OpenCV Social Distancing Detector
-38,https://pyimagesearch.com/2020/06/22/turning-any-cnn-image-classifier-into-an-object-detector-with-keras-tensorflow-and-opencv/,"Turning any CNN image classifier into an object detector with Keras, TensorFlow, and OpenCV"
-39,https://pyimagesearch.com/2020/06/29/opencv-selective-search-for-object-detection/,OpenCV Selective Search for Object Detection
-40,https://pyimagesearch.com/2020/07/06/region-proposal-object-detection-with-opencv-keras-and-tensorflow/,"Region proposal object detection with OpenCV, Keras, and TensorFlow"
-41,https://pyimagesearch.com/2020/07/13/r-cnn-object-detection-with-keras-tensorflow-and-deep-learning/,"R-CNN object detection with Keras, TensorFlow, and Deep Learning"
-42,https://pyimagesearch.com/2019/12/30/label-smoothing-with-keras-tensorflow-and-deep-learning/,"Label smoothing with Keras, TensorFlow, and Deep Learning"
-43,https://pyimagesearch.com/2020/01/06/raspberry-pi-and-movidius-ncs-face-recognition/,Raspberry Pi and Movidius NCS Face Recognition
-44,https://pyimagesearch.com/2020/01/13/optimizing-dlib-shape-predictor-accuracy-with-find_min_global/,Optimizing dlib shape predictor accuracy with find_min_global
-45,https://pyimagesearch.com/2020/01/20/intro-to-anomaly-detection-with-opencv-computer-vision-and-scikit-learn/,"Intro to anomaly detection with OpenCV, Computer Vision, and scikit-learn"
-46,https://pyimagesearch.com/2020/01/27/yolo-and-tiny-yolo-object-detection-on-the-raspberry-pi-and-movidius-ncs/,YOLO and Tiny-YOLO object detection on the Raspberry Pi and Movidius NCS
-47,https://pyimagesearch.com/2020/02/10/opencv-dnn-with-nvidia-gpus-1549-faster-yolo-ssd-and-mask-r-cnn/,"OpenCV 'dnn' with NVIDIA GPUs: 1549% faster YOLO, SSD, and Mask R-CNN"
-48,https://pyimagesearch.com/2020/02/17/autoencoders-with-keras-tensorflow-and-deep-learning/,"Autoencoders with Keras, TensorFlow, and Deep Learning"
-49,https://pyimagesearch.com/2020/02/24/denoising-autoencoders-with-keras-tensorflow-and-deep-learning/,"Denoising autoencoders with Keras, TensorFlow, and Deep Learning"
-50,https://pyimagesearch.com/2020/03/02/anomaly-detection-with-keras-tensorflow-and-deep-learning/,"Anomaly detection with Keras, TensorFlow, and Deep Learning"
-51,https://pyimagesearch.com/2020/03/09/grad-cam-visualize-class-activation-maps-with-keras-tensorflow-and-deep-learning/,"Grad-CAM: Visualize class activation maps with Keras, TensorFlow, and Deep Learning"
-52,https://pyimagesearch.com/2020/03/16/detecting-covid-19-in-x-ray-images-with-keras-tensorflow-and-deep-learning/,"Detecting COVID-19 in X-ray images with Keras, TensorFlow, and Deep Learning"
-53,https://pyimagesearch.com/2020/03/23/using-tensorflow-and-gradienttape-to-train-a-keras-model/,Using TensorFlow and GradientTape to train a Keras model
-54,https://pyimagesearch.com/2020/03/30/autoencoders-for-content-based-image-retrieval-with-keras-and-tensorflow/,Autoencoders for Content-based Image Retrieval with Keras and TensorFlow
-55,https://pyimagesearch.com/2020/04/06/blur-and-anonymize-faces-with-opencv-and-python/,Blur and anonymize faces with OpenCV and Python
-56,https://pyimagesearch.com/2019/08/26/building-an-image-hashing-search-engine-with-vp-trees-and-opencv/,Building an Image Hashing Search Engine with VP-Trees and OpenCV
-57,https://pyimagesearch.com/2019/09/23/keras-starting-stopping-and-resuming-training/,"Keras: Starting, stopping, and resuming training"
-58,https://pyimagesearch.com/2019/09/30/rectified-adam-radam-optimizer-with-keras/,Rectified Adam (RAdam) optimizer with Keras
-59,https://pyimagesearch.com/2019/10/07/is-rectified-adam-actually-better-than-adam/,Is Rectified Adam actually *better* than Adam?
-60,https://pyimagesearch.com/2019/10/21/keras-vs-tf-keras-whats-the-difference-in-tensorflow-2-0/,Keras vs. tf.keras: What's the difference in TensorFlow 2.0?
-61,https://pyimagesearch.com/2019/11/11/detecting-natural-disasters-with-keras-and-deep-learning/,Detecting Natural Disasters with Keras and Deep Learning
-62,https://pyimagesearch.com/2019/11/18/fire-and-smoke-detection-with-keras-and-deep-learning/,Fire and smoke detection with Keras and Deep Learning
-63,https://pyimagesearch.com/2019/12/09/how-to-install-tensorflow-2-0-on-ubuntu/,How to install TensorFlow 2.0 on Ubuntu
-64,https://pyimagesearch.com/2019/12/16/training-a-custom-dlib-shape-predictor/,Training a custom dlib shape predictor
-65,https://pyimagesearch.com/2019/12/23/tuning-dlib-shape-predictor-hyperparameters-to-balance-speed-accuracy-and-model-size/,"Tuning dlib shape predictor hyperparameters to balance speed, accuracy, and model size"
-66,https://pyimagesearch.com/2019/04/15/live-video-streaming-over-network-with-opencv-and-imagezmq/,Live video streaming over network with OpenCV and ImageZMQ
-67,https://pyimagesearch.com/2019/04/22/getting-started-with-google-corals-tpu-usb-accelerator/,Getting started with Google Coral's TPU USB Accelerator
-68,https://pyimagesearch.com/2019/05/06/getting-started-with-the-nvidia-jetson-nano/,Getting started with the NVIDIA Jetson Nano
-69,https://pyimagesearch.com/2019/05/13/object-detection-and-image-classification-with-google-coral-usb-accelerator/,Object detection and image classification with Google Coral USB Accelerator
-70,https://pyimagesearch.com/2019/05/20/transfer-learning-with-keras-and-deep-learning/,Transfer Learning with Keras and Deep Learning
-71,https://pyimagesearch.com/2019/06/03/fine-tuning-with-keras-and-deep-learning/,Fine-tuning with Keras and Deep Learning
-72,https://pyimagesearch.com/2019/06/24/change-input-shape-dimensions-for-fine-tuning-with-keras/,Change input shape dimensions for fine-tuning with Keras
-73,https://pyimagesearch.com/2019/07/01/remote-development-on-the-raspberry-pi-or-amazon-ec2/,Remote development on the Raspberry Pi (or Amazon EC2)
-74,https://pyimagesearch.com/2019/07/15/video-classification-with-keras-and-deep-learning/,Video classification with Keras and Deep Learning
-75,https://pyimagesearch.com/2019/07/29/cyclical-learning-rates-with-keras-and-deep-learning/,Cyclical Learning Rates with Keras and Deep Learning
-76,https://pyimagesearch.com/2019/08/05/keras-learning-rate-finder/,Keras Learning Rate Finder
-77,https://pyimagesearch.com/2019/01/07/auto-keras-and-automl-a-getting-started-guide/,Auto-Keras and AutoML: A Getting Started Guide
-78,https://pyimagesearch.com/2019/01/21/regression-with-keras/,Regression with Keras
-79,https://pyimagesearch.com/2019/01/28/keras-regression-and-cnns/,"Keras, Regression, and CNNs"
-80,https://pyimagesearch.com/2019/01/30/ubuntu-18-04-install-tensorflow-and-keras-for-deep-learning/,Ubuntu 18.04: Install TensorFlow and Keras for Deep Learning
-81,https://pyimagesearch.com/2019/01/30/macos-mojave-install-tensorflow-and-keras-for-deep-learning/,macOS Mojave: Install TensorFlow and Keras for Deep Learning
-82,https://pyimagesearch.com/2019/02/25/black-and-white-image-colorization-with-opencv-and-deep-learning/,Black and white image colorization with OpenCV and Deep Learning
-83,https://pyimagesearch.com/2019/03/04/holistically-nested-edge-detection-with-opencv-and-deep-learning/,Holistically-Nested Edge Detection with OpenCV and Deep Learning
-84,https://pyimagesearch.com/2019/03/25/building-a-raspberry-pi-security-camera-with-opencv/,Building a Raspberry Pi security camera with OpenCV
-85,https://pyimagesearch.com/2019/04/01/pan-tilt-face-tracking-with-a-raspberry-pi-and-opencv/,Pan/tilt face tracking with a Raspberry Pi and OpenCV
-86,https://pyimagesearch.com/2019/04/08/openvino-opencv-and-movidius-ncs-on-the-raspberry-pi/,"OpenVINO, OpenCV, and Movidius NCS on the Raspberry Pi"
-87,https://pyimagesearch.com/2018/09/03/semantic-segmentation-with-opencv-and-deep-learning/,Semantic segmentation with OpenCV and deep learning
-88,https://pyimagesearch.com/2018/09/10/keras-tutorial-how-to-get-started-with-keras-deep-learning-and-python/,"Keras Tutorial: How to get started with Keras, Deep Learning, and Python"
-89,https://pyimagesearch.com/2018/09/26/install-opencv-4-on-your-raspberry-pi/,Install OpenCV 4 on your Raspberry Pi
-90,https://pyimagesearch.com/2018/10/08/keras-vs-tensorflow-which-one-is-better-and-which-one-should-i-learn/,Keras vs. TensorFlow - Which one is better and which one should I learn?
-91,https://pyimagesearch.com/2018/10/15/deep-learning-hydroponics-and-medical-marijuana/,"Deep learning, hydroponics, and medical marijuana"
-92,https://pyimagesearch.com/2018/10/22/object-tracking-with-dlib/,Object tracking with dlib
-93,https://pyimagesearch.com/2018/10/29/multi-object-tracking-with-dlib/,Multi-object tracking with dlib
-94,https://pyimagesearch.com/2018/11/19/mask-r-cnn-with-opencv/,Mask R-CNN with OpenCV
-95,https://pyimagesearch.com/2018/12/10/keras-save-and-load-your-deep-learning-models/,Keras - Save and Load Your Deep Learning Models
-96,https://pyimagesearch.com/2018/05/14/a-gentle-guide-to-deep-learning-object-detection/,A gentle guide to deep learning object detection
-97,https://pyimagesearch.com/2018/05/21/an-opencv-barcode-and-qr-code-scanner-with-zbar/,An OpenCV barcode and QR code scanner with ZBar
-98,https://pyimagesearch.com/2018/05/28/ubuntu-18-04-how-to-install-opencv/,Ubuntu 18.04: How to install OpenCV
-99,https://pyimagesearch.com/2018/06/04/keras-multiple-outputs-and-multiple-losses/,Keras: Multiple outputs and multiple losses
-100,https://pyimagesearch.com/2018/06/11/how-to-build-a-custom-face-recognition-dataset/,How to build a custom face recognition dataset
-101,https://pyimagesearch.com/2018/07/16/opencv-saliency-detection/,OpenCV Saliency Detection
-102,https://pyimagesearch.com/2018/08/06/tracking-multiple-objects-with-opencv/,Tracking multiple objects with OpenCV
-103,https://pyimagesearch.com/2018/08/15/how-to-install-opencv-4-on-ubuntu/,How to install OpenCV 4 on Ubuntu
-104,https://pyimagesearch.com/2018/08/17/install-opencv-4-on-macos/,Install OpenCV 4 on macOS
-105,https://pyimagesearch.com/2018/08/27/neural-style-transfer-with-opencv/,Neural Style Transfer with OpenCV
-106,https://pyimagesearch.com/2018/01/22/install-dlib-easy-complete-guide/,"Install dlib (the easy, complete guide)"
-107,https://pyimagesearch.com/2018/01/29/scalable-keras-deep-learning-rest-api/,A scalable Keras + deep learning REST API
-108,https://pyimagesearch.com/2018/02/05/deep-learning-production-keras-redis-flask-apache/,"Deep learning in production with Keras, Redis, Flask, and Apache"
-109,https://pyimagesearch.com/2018/02/12/getting-started-with-the-intel-movidius-neural-compute-stick/,Getting started with the Intel Movidius Neural Compute Stick
-110,https://pyimagesearch.com/2018/02/19/real-time-object-detection-on-the-raspberry-pi-with-the-movidius-ncs/,Real-time object detection on the Raspberry Pi with the Movidius NCS
-111,https://pyimagesearch.com/2018/03/21/my-review-of-microsofts-deep-learning-virtual-machine/,My review of Microsoft's data science virtual machine (DSVM) for deep learning
-112,https://pyimagesearch.com/2018/04/02/faster-facial-landmark-detector-with-dlib/,(Faster) Facial landmark detector with dlib
-113,https://pyimagesearch.com/2018/04/09/how-to-quickly-build-a-deep-learning-image-dataset/,How to (quickly) build a deep learning image dataset
-114,https://pyimagesearch.com/2018/04/30/a-fun-hands-on-deep-learning-project-for-beginners-students-and-hobbyists/,"A fun, hands-on deep learning project for beginners, students, and hobbyists"
-115,https://pyimagesearch.com/2018/05/07/multi-label-classification-with-keras/,Multi-label classification with Keras
-116,https://pyimagesearch.com/2017/09/29/macos-for-deep-learning-with-python-tensorflow-and-keras/,"macOS for deep learning with Python, TensorFlow, and Keras"
-117,https://pyimagesearch.com/2017/10/02/deep-learning-on-the-raspberry-pi-with-opencv/,Deep learning on the Raspberry Pi with OpenCV
-118,https://pyimagesearch.com/2017/10/09/optimizing-opencv-on-the-raspberry-pi/,Optimizing OpenCV on the Raspberry Pi
-119,https://pyimagesearch.com/2017/10/16/raspberry-pi-deep-learning-object-detection-with-opencv/,Raspberry Pi: Deep learning object detection with OpenCV
-120,https://pyimagesearch.com/2017/10/23/raspberry-pi-facial-landmarks-drowsiness-detection-with-opencv-and-dlib/,Raspberry Pi: Facial landmarks + drowsiness detection with OpenCV and dlib
-121,https://pyimagesearch.com/2017/11/27/image-hashing-opencv-python/,Image hashing with OpenCV and Python
-122,https://pyimagesearch.com/2017/12/04/how-to-create-a-deep-learning-dataset-using-google-images/,How to create a deep learning dataset using Google Images
-123,https://pyimagesearch.com/2017/12/18/keras-deep-learning-raspberry-pi/,Keras and deep learning on the Raspberry Pi
-124,https://pyimagesearch.com/2017/12/25/plot-accuracy-loss-mxnet/,How to plot accuracy and loss with mxnet
-125,https://pyimagesearch.com/2018/01/01/taking-screenshots-with-opencv-and-python/,Taking screenshots with OpenCV and Python
-126,https://pyimagesearch.com/2017/05/08/drowsiness-detection-opencv/,Drowsiness detection with OpenCV
-127,https://pyimagesearch.com/2017/05/15/resolving-macos-opencv-homebrew-install-errors/,"Resolving macOS, OpenCV, and Homebrew install errors"
-128,https://pyimagesearch.com/2017/05/22/face-alignment-with-opencv-and-python/,Face Alignment with OpenCV and Python
-129,https://pyimagesearch.com/2017/06/05/computing-image-colorfulness-with-opencv-and-python/,"Computing image ""colorfulness"" with OpenCV and Python"
-130,https://pyimagesearch.com/2017/06/12/pyimagesearch-gurus-member-spotlight-saideep-talari/,PyImageSearch Gurus member spotlight: Saideep Talari
-131,https://pyimagesearch.com/2017/07/03/installing-tesseract-for-ocr/,Installing Tesseract for OCR
-132,https://pyimagesearch.com/2017/09/04/raspbian-stretch-install-opencv-3-python-on-your-raspberry-pi/,Raspbian Stretch: Install OpenCV 3 + Python on your Raspberry Pi
-133,https://pyimagesearch.com/2017/01/16/generating-movie-barcodes-with-opencv-and-python/,Generating movie barcodes with OpenCV and Python
-134,https://pyimagesearch.com/2017/01/23/seam-carving-with-opencv-python-and-scikit-image/,"Seam carving with OpenCV, Python, and scikit-image"
-135,https://pyimagesearch.com/2017/02/06/faster-video-file-fps-with-cv2-videocapture-and-opencv/,Faster video file FPS with cv2.VideoCapture and OpenCV
-136,https://pyimagesearch.com/2017/02/20/text-skew-correction-opencv-python/,Text skew correction with OpenCV and Python
-137,https://pyimagesearch.com/2017/03/27/how-to-install-dlib/,How to install dlib
-138,https://pyimagesearch.com/2017/04/10/detect-eyes-nose-lips-jaw-dlib-opencv-python/,"Detect eyes, nose, lips, and jaw with dlib, OpenCV, and Python"
-139,https://pyimagesearch.com/2017/04/17/real-time-facial-landmark-detection-opencv-python-dlib/,"Real-time facial landmark detection with OpenCV, Python, and dlib"
-140,https://pyimagesearch.com/2017/05/01/install-dlib-raspberry-pi/,Install dlib on the Raspberry Pi
-141,https://pyimagesearch.com/2016/08/29/common-errors-using-the-raspberry-pi-camera-module/,Common errors using the Raspberry Pi camera module
-142,https://pyimagesearch.com/2016/09/05/multi-class-svm-loss/,Multi-class SVM Loss
-143,https://pyimagesearch.com/2016/09/12/softmax-classifiers-explained/,Softmax Classifiers Explained
-144,https://pyimagesearch.com/2016/10/24/ubuntu-16-04-how-to-install-opencv/,Ubuntu 16.04: How to install OpenCV
-145,https://pyimagesearch.com/2016/11/28/macos-install-opencv-3-and-python-2-7/,macOS: Install OpenCV 3 and Python 2.7
-146,https://pyimagesearch.com/2016/12/05/macos-install-opencv-3-and-python-3-5/,macOS: Install OpenCV 3 and Python 3.5
-147,https://pyimagesearch.com/2016/12/19/install-opencv-3-on-macos-with-homebrew-the-easy-way/,Install OpenCV 3 on macOS with Homebrew (the easy way)
-148,https://pyimagesearch.com/2016/12/26/opencv-resolving-nonetype-errors/,OpenCV: Resolving NoneType errors
-149,https://pyimagesearch.com/2017/01/09/count-the-total-number-of-frames-in-a-video-with-opencv-and-python/,Count the total number of frames in a video with OpenCV and Python
-150,https://pyimagesearch.com/2016/05/16/running-a-python-opencv-script-on-reboot/,Running a Python + OpenCV script on reboot
-151,https://pyimagesearch.com/2016/05/23/opencv-with-tkinter/,OpenCV with Tkinter
-152,https://pyimagesearch.com/2016/05/30/displaying-a-video-feed-with-opencv-and-tkinter/,Displaying a video feed with OpenCV and Tkinter
-153,https://pyimagesearch.com/2016/06/13/considerations-when-setting-up-deep-learning-hardware/,Considerations when setting up deep learning hardware
-154,https://pyimagesearch.com/2016/07/04/how-to-install-cuda-toolkit-and-cudnn-for-deep-learning/,How to install CUDA Toolkit and cuDNN for deep learning
-155,https://pyimagesearch.com/2016/07/11/compiling-opencv-with-cuda-support/,Compiling OpenCV with CUDA support
-156,https://pyimagesearch.com/2016/07/18/installing-keras-for-deep-learning/,Installing Keras for deep learning
-157,https://pyimagesearch.com/2016/08/08/k-nn-classifier-for-image-classification/,k-NN classifier for image classification
-158,https://pyimagesearch.com/2016/08/10/imagenet-classification-with-python-and-keras/,ImageNet classification with Python and Keras
-159,https://pyimagesearch.com/2016/08/15/how-to-tune-hyperparameters-with-python-and-scikit-learn/,How to tune hyperparameters with Python and scikit-learn
-160,https://pyimagesearch.com/2015/12/07/local-binary-patterns-with-python-opencv/,Local Binary Patterns with Python & OpenCV
-161,https://pyimagesearch.com/2015/12/14/installing-opencv-on-your-raspberry-pi-zero/,Installing OpenCV on your Raspberry Pi Zero
-162,https://pyimagesearch.com/2016/01/04/unifying-picamera-and-cv2-videocapture-into-a-single-class-with-opencv/,Unifying picamera and cv2.VideoCapture into a single class with OpenCV
-163,https://pyimagesearch.com/2016/01/11/opencv-panorama-stitching/,OpenCV panorama stitching
-164,https://pyimagesearch.com/2016/01/18/multiple-cameras-with-the-raspberry-pi-and-opencv/,Multiple cameras with the Raspberry Pi and OpenCV
-165,https://pyimagesearch.com/2016/02/01/opencv-center-of-contour/,OpenCV center of contour
-166,https://pyimagesearch.com/2016/02/15/determining-object-color-with-opencv/,Determining object color with OpenCV
-167,https://pyimagesearch.com/2016/03/07/transparent-overlays-with-opencv/,Transparent overlays with OpenCV
-168,https://pyimagesearch.com/2016/03/21/ordering-coordinates-clockwise-with-python-and-opencv/,Ordering coordinates clockwise with Python and OpenCV
-169,https://pyimagesearch.com/2016/04/04/measuring-distance-between-objects-in-an-image-with-opencv/,Measuring distance between objects in an image with OpenCV
-170,https://pyimagesearch.com/2016/04/11/finding-extreme-points-in-contours-with-opencv/,Finding extreme points in contours with OpenCV
-171,https://pyimagesearch.com/2016/04/18/install-guide-raspberry-pi-3-raspbian-jessie-opencv-3/,Install guide: Raspberry Pi 3 + Raspbian Jessie + OpenCV 3
-172,https://pyimagesearch.com/2015/07/27/installing-opencv-3-0-for-both-python-2-7-and-python-3-on-your-raspberry-pi-2/,Installing OpenCV 3.0 for both Python 2.7 and Python 3+ on your Raspberry Pi 2
-173,https://pyimagesearch.com/2015/08/03/deep-dream-visualizing-every-layer-of-googlenet/,Deep dream: Visualizing every layer of GoogLeNet
-174,https://pyimagesearch.com/2015/08/10/checking-your-opencv-version-using-python/,Checking your OpenCV version using Python
-175,https://pyimagesearch.com/2015/08/17/the-perfect-computer-vision-environment-pycharm-opencv-and-python-virtual-environments/,"The perfect computer vision environment: PyCharm, OpenCV, and Python virtual environments"
-176,https://pyimagesearch.com/2015/08/24/resolved-matplotlib-figures-not-showing-up-or-displaying/,Resolved: Matplotlib figures not showing up or displaying
-177,https://pyimagesearch.com/2015/08/31/how-to-find-functions-by-name-in-opencv/,How to find functions by name in OpenCV
-178,https://pyimagesearch.com/2015/09/07/blur-detection-with-opencv/,Blur detection with OpenCV
-179,https://pyimagesearch.com/2015/09/14/ball-tracking-with-opencv/,Ball Tracking with OpenCV
-180,https://pyimagesearch.com/2015/09/21/opencv-track-object-movement/,OpenCV Track Object Movement
-181,https://pyimagesearch.com/2015/10/19/analyzing-91-years-of-time-magazine-covers-for-visual-trends/,Analyzing 91 years of Time magazine covers for visual trends
-182,https://pyimagesearch.com/2015/10/26/how-to-install-opencv-3-on-raspbian-jessie/,How to install OpenCV 3 on Raspbian Jessie
-183,https://pyimagesearch.com/2015/11/16/hog-detectmultiscale-parameters-explained/,HOG detectMultiScale parameters explained
-184,https://pyimagesearch.com/2015/11/23/opencv-3-adoption-rate/,OpenCV 3 adoption rate
-185,https://pyimagesearch.com/2015/11/30/detecting-machine-readable-zones-in-passport-images/,Detecting machine-readable zones in passport images
-186,https://pyimagesearch.com/2015/03/23/sliding-windows-for-object-detection-with-python-and-opencv/,Sliding Windows for Object Detection with Python and OpenCV
-187,https://pyimagesearch.com/2015/03/30/accessing-the-raspberry-pi-camera-with-opencv-and-python/,Accessing the Raspberry Pi Camera with OpenCV and Python
-188,https://pyimagesearch.com/2015/04/13/implementing-rootsift-in-python-and-opencv/,Implementing RootSIFT in Python and OpenCV
-189,https://pyimagesearch.com/2015/04/20/sorting-contours-using-python-and-opencv/,Sorting Contours using Python and OpenCV
-190,https://pyimagesearch.com/2015/04/27/installing-boost-and-boost-python-on-osx-with-homebrew/,Installing boost and boost-python on OSX with Homebrew
-191,https://pyimagesearch.com/2015/05/04/target-acquired-finding-targets-in-drone-and-quadcopter-video-streams-using-python-and-opencv/,Target acquired: Finding targets in drone and quadcopter video streams using Python and OpenCV
-192,https://pyimagesearch.com/2015/05/11/creating-a-face-detection-api-with-python-and-opencv-in-just-5-minutes/,Creating a face detection API with Python and OpenCV (in just 5 minutes)
-193,https://pyimagesearch.com/2015/06/01/home-surveillance-and-motion-detection-with-the-raspberry-pi-python-and-opencv/,"Home surveillance and motion detection with the Raspberry Pi, Python, OpenCV, and Dropbox"
-194,https://pyimagesearch.com/2015/06/15/install-opencv-3-0-and-python-2-7-on-osx/,Install OpenCV 3.0 and Python 2.7+ on OSX
-195,https://pyimagesearch.com/2015/06/29/install-opencv-3-0-and-python-3-4-on-osx/,Install OpenCV 3.0 and Python 3.4+ on OSX
-196,https://pyimagesearch.com/2015/07/20/install-opencv-3-0-and-python-3-4-on-ubuntu/,Install OpenCV 3.0 and Python 3 on Ubuntu
-197,https://pyimagesearch.com/2015/02/09/removing-contours-image-using-python-opencv/,Removing contours from an image using Python and OpenCV
-198,https://pyimagesearch.com/2015/02/16/faster-non-maximum-suppression-python/,(Faster) Non-Maximum Suppression in Python
-199,https://pyimagesearch.com/2015/02/23/install-opencv-and-python-on-your-raspberry-pi-2-and-b/,Install OpenCV and Python on your Raspberry Pi 2 and B+
-200,https://pyimagesearch.com/2015/03/02/convert-url-to-image-with-python-and-opencv/,Convert URL to image with Python and OpenCV
-201,https://pyimagesearch.com/2015/03/09/capturing-mouse-click-events-with-python-and-opencv/,Capturing mouse click events with Python and OpenCV
-202,https://pyimagesearch.com/2015/03/16/image-pyramids-with-python-and-opencv/,Image Pyramids with Python and OpenCV
-203,https://pyimagesearch.com/2014/09/01/build-kick-ass-mobile-document-scanner-just-5-minutes/,How to Build a Kick-Ass Mobile Document Scanner in Just 5 Minutes
-204,https://pyimagesearch.com/2014/09/08/thresholding-simple-image-segmentation-using-opencv/,Thresholding: Simple Image Segmentation using OpenCV
-205,https://pyimagesearch.com/2014/09/29/finding-brightest-spot-image-using-python-opencv/,Finding the Brightest Spot in an Image using OpenCV
-206,https://pyimagesearch.com/2014/10/13/deep-learning-amazon-ec2-gpu-python-nolearn/,Deep Learning on Amazon EC2 GPU with Python and nolearn
-207,https://pyimagesearch.com/2014/10/20/finding-shapes-images-using-python-opencv/,Finding Shapes in Images using Python and OpenCV
-208,https://pyimagesearch.com/2014/10/27/opencv-shape-descriptor-hu-moments-example/,OpenCV Shape Descriptor: Hu Moments Example
-209,https://pyimagesearch.com/2014/11/03/display-matplotlib-rgb-image/,How to Display a Matplotlib RGB Image
-210,https://pyimagesearch.com/2014/11/10/histogram-oriented-gradients-object-detection/,Histogram of Oriented Gradients and Object Detection
-211,https://pyimagesearch.com/2014/11/17/non-maximum-suppression-object-detection-python/,Non-Maximum Suppression for Object Detection in Python
-212,https://pyimagesearch.com/2014/12/01/complete-guide-building-image-search-engine-python-opencv/,Building image search an engine using Python and OpenCV
-213,https://pyimagesearch.com/2014/12/08/adding-web-interface-image-search-engine-flask/,Adding a web interface to our image search engine with Flask
-214,https://pyimagesearch.com/2014/12/15/real-time-barcode-detection-video-python-opencv/,Real-time barcode detection in video with Python and OpenCV
-215,https://pyimagesearch.com/2014/12/22/visual-logging-new-favorite-tool-debugging-opencv-python-apps/,"visual-logging, my new favorite tool for debugging OpenCV and Python apps"
-216,https://pyimagesearch.com/2014/12/29/accessing-individual-superpixel-segmentations-python/,Accessing Individual Superpixel Segmentations with Python
-217,https://pyimagesearch.com/2014/03/24/building-pokedex-python-scraping-pokemon-sprites-step-2-6/,Python and Requests: A Python Web Scraping Tutorial (Step 2 of 6)
-218,https://pyimagesearch.com/2014/04/07/building-pokedex-python-indexing-sprites-using-shape-descriptors-step-3-6/,HOW-TO: Indexing an image dataset using Zernike moments and shape descriptors.
-219,https://pyimagesearch.com/2014/04/21/building-pokedex-python-finding-game-boy-screen-step-4-6/,Python and OpenCV: Finding OpenCV contours with cv2.findContours
-220,https://pyimagesearch.com/2014/05/05/building-pokedex-python-opencv-perspective-warping-step-5-6/,Python and OpenCV Example: Warp Perspective and Transform
-221,https://pyimagesearch.com/2014/05/19/building-pokedex-python-comparing-shape-descriptors-opencv/,Comparing Shape Descriptors for Similarity using Python and OpenCV
-222,https://pyimagesearch.com/2014/05/26/opencv-python-k-means-color-clustering/,How-To: OpenCV and Python K-Means Color Clustering
-223,https://pyimagesearch.com/2014/06/02/opencv-load-image/,How-To: OpenCV Load an Image
-224,https://pyimagesearch.com/2014/06/09/get-deep-learning-bandwagon-get-perspective/,Get off the deep learning bandwagon and get some perspective
-225,https://pyimagesearch.com/2014/06/16/1-pixel-shifts-images-can-kill-rbm-performance/,How 1 pixel shifts in images can kill your RBM performance
-226,https://pyimagesearch.com/2014/06/23/applying-deep-learning-rbm-mnist-using-python/,Applying deep learning and a RBM to MNIST using Python
-227,https://pyimagesearch.com/2014/06/30/super-fast-color-transfer-images/,Super fast color transfer between images
-228,https://pyimagesearch.com/2014/07/07/color-quantization-opencv-using-k-means-clustering/,Color Quantization with OpenCV using K-Means Clustering
-229,https://pyimagesearch.com/2014/07/14/3-ways-compare-histograms-using-opencv-python/,How-To: 3 Ways to Compare Histograms using OpenCV and Python
-230,https://pyimagesearch.com/2014/07/21/detecting-circles-images-using-opencv-hough-circles/,Detecting Circles in Images using OpenCV and Hough Circles
-231,https://pyimagesearch.com/2014/08/11/computer-vision-talks-tutorials-digests-cv-cloud/,"Computer Vision Talks - Tutorials, Digests, and CV in the Cloud"
-232,https://pyimagesearch.com/2014/08/18/skin-detection-step-step-example-using-python-opencv/,Tutorial: Skin Detection Example using Python and OpenCV
-233,https://pyimagesearch.com/2014/01/15/the-3-types-of-image-search-engines-search-by-meta-data-search-by-example-and-hybrid/,"The 3 Types of Image Search Engines: Search by Meta-data, Search by Example, and Hybrid"
-234,https://pyimagesearch.com/2014/01/22/clever-girl-a-guide-to-utilizing-color-histograms-for-computer-vision-and-image-search-engines/,Clever Girl: A Guide to Utilizing Color Histograms for Computer Vision and Image Search Engines
-235,https://pyimagesearch.com/2014/01/27/hobbits-and-histograms-a-how-to-guide-to-building-your-first-image-search-engine-in-python/,Hobbits and Histograms - A How-To Guide to Building Your First Image Search Engine in Python
-236,https://pyimagesearch.com/2014/02/03/building-an-image-search-engine-defining-your-image-descriptor-step-1-of-4/,Building an Image Search Engine: Defining Your Image Descriptor (Step 1 of 4)
-237,https://pyimagesearch.com/2014/02/10/building-an-image-search-engine-indexing-your-dataset-step-2-of-4/,Building an Image Search Engine: Indexing Your Dataset (Step 2 of 4)
-238,https://pyimagesearch.com/2014/02/17/building-an-image-search-engine-defining-your-similarity-metric-step-3-of-4/,Building an Image Search Engine: Defining Your Similarity Metric (Step 3 of 4)
-239,https://pyimagesearch.com/2014/02/24/building-image-search-engine-searching-ranking-step-4-4/,Building an Image Search Engine: Searching and Ranking (Step 4 of 4)
-240,https://pyimagesearch.com/2014/03/10/building-pokedex-python-getting-started-step-1-6/,Building a Pokedex in Python: Getting Started (Step 1 of 6)
-241,https://pyimagesearch.com/2019/02/18/breast-cancer-classification-with-keras-and-deep-learning/,Breast cancer classification with Keras and Deep Learning
-242,https://pyimagesearch.com/2021/04/17/your-first-image-classifier-using-k-nn-to-classify-images/,Your First Image Classifier: Using k-NN to Classify Images
-243,https://pyimagesearch.com/2015/10/05/opencv-gamma-correction/,OpenCV Gamma Correction
-244,https://pyimagesearch.com/2016/08/22/an-intro-to-linear-classification-with-python/,An Intro to Linear Classification with Python
-245,https://pyimagesearch.com/2021/06/21/data-pipelines-with-tf-data-and-tensorflow/,Data pipelines with tf.data and TensorFlow
-246,https://pyimagesearch.com/2016/10/17/stochastic-gradient-descent-sgd-with-python/,Stochastic Gradient Descent (SGD) with Python
-247,https://pyimagesearch.com/2021/05/31/hyperparameter-tuning-for-deep-learning-with-scikit-learn-keras-and-tensorflow/,"Hyperparameter tuning for Deep Learning with scikit-learn, Keras, and TensorFlow"
-248,https://pyimagesearch.com/2021/05/24/grid-search-hyperparameter-tuning-with-scikit-learn-gridsearchcv/,Grid search hyperparameter tuning with scikit-learn ( GridSearchCV )
-249,https://pyimagesearch.com/2021/04/26/face-detection-tips-suggestions-and-best-practices/,"Face detection tips, suggestions, and best practices"
-250,https://pyimagesearch.com/2021/04/17/image-classification-basics/,Image Classification Basics
-251,https://pyimagesearch.com/2021/03/03/an-interview-with-anthony-lowhur-recognizing-10000-yugioh-cards-with-computer-vision-and-deep-learning/,"An interview with Anthony Lowhur - Recognizing 10,000 Yugioh Cards with Computer Vision and Deep Learning"
-252,https://pyimagesearch.com/2021/02/10/using-computer-vision-and-ocr-for-immigration-document-classification-an-interview-with-vince-dimascio/,Using computer vision and OCR for immigration document classification (an interview with Vince DiMascio)
-253,https://pyimagesearch.com/2021/05/05/gradient-descent-algorithms-and-variations/,Gradient Descent Algorithms and Variations
-254,https://pyimagesearch.com/2020/08/12/my-ocr-with-opencv-tesseract-and-python-indiegogo-campaign-will-go-live-on-wednesday-august-19th-at-10am-edt/,"My OCR with OpenCV, Tesseract, and Python IndieGoGo campaign will go live on Wednesday, August 19th at 10AM EDT"
-255,https://pyimagesearch.com/2020/08/14/table-of-contents-ocr-with-opencv-tesseract-and-python/,"Table of Contents - OCR with OpenCV, Tesseract, and Python"
-256,https://pyimagesearch.com/2020/09/02/an-interview-with-huguens-jean-video-ai-researcher-at-google/,"An interview with Huguens Jean, video AI researcher at Google"
-257,https://pyimagesearch.com/2020/09/09/an-interview-with-saideep-talari-cto-of-sensehawk-who-just-raised-5-1m-in-funding/,"An interview with Saideep Talari, CTO of SenseHawk (who just raised $5.1M in funding)"
-258,https://pyimagesearch.com/2020/07/20/an-interview-with-brandon-gilles-creator-of-the-opencv-ai-kit-oak/,"An interview with Brandon Gilles, creator of the OpenCV AI Kit (OAK)"
-259,https://pyimagesearch.com/2020/06/08/now-hiring-content-writer/,NOW HIRING: Content Writer
-260,https://pyimagesearch.com/2020/06/08/now-hiring-enrollment-advisor/,NOW HIRING: Enrollment Advisor
-261,https://pyimagesearch.com/2020/06/08/now-hiring-technical-project-manager/,NOW HIRING: Technical Project Manager
-262,https://pyimagesearch.com/2020/05/11/an-ethical-application-of-computer-vision-and-deep-learning-identifying-child-soldiers-through-automatic-age-and-military-fatigue-detection/,An Ethical Application of Computer Vision and Deep Learning -- Identifying Child Soldiers Through Automatic Age and Military Fatigue Detection
-263,https://pyimagesearch.com/2020/04/03/an-interview-with-yi-shern-machine-learning-engineer-at-123rf-rd/,"An interview with Yi Shern, Machine Learning Engineer at 123RF R&D"
-264,https://pyimagesearch.com/2020/03/17/i-want-to-help-you-the-best-i-can-during-covid-19/,I want to help you the best I can during COVID-19
-265,https://pyimagesearch.com/2019/08/12/an-interview-with-kapil-varshney-data-scientist-at-esri-rd/,"An interview with Kapil Varshney, Data Scientist at Esri R&D"
-266,https://pyimagesearch.com/2019/11/22/an-interview-with-paul-lee-doctor-cardiologist-and-deep-learning-researcher/,"An interview with Paul Lee - Doctor, Cardiologist and Deep Learning Researcher"
-267,https://pyimagesearch.com/2019/04/04/sneak-preview-raspberry-pi-for-computer-vision/,Sneak Preview: Raspberry Pi for Computer Vision
-268,https://pyimagesearch.com/2019/04/05/table-of-contents-raspberry-pi-for-computer-vision/,Table of Contents - Raspberry Pi for Computer Vision
-269,https://pyimagesearch.com/2019/04/10/the-raspberry-pi-for-computer-vision-kickstarter-is-now-live/,The Raspberry Pi for Computer Vision Kickstarter is now LIVE!
-270,https://pyimagesearch.com/2019/04/17/an-interview-with-jeff-bass-creator-of-imagezmq/,"An interview with Jeff Bass, creator of ImageZMQ"
-271,https://pyimagesearch.com/2019/03/18/im-writing-a-book-on-computer-vision-and-the-raspberry-pi-and-i-need-your-input/,I'm writing a book on Computer Vision and the Raspberry Pi (and I need your input).
-272,https://pyimagesearch.com/2019/04/03/my-raspberry-pi-for-computer-vision-kickstarter-will-go-live-on-wednesday-april-10th-at-10am-est/,"My Raspberry Pi for Computer Vision Kickstarter will go live on Wednesday, April 10th at 10AM EDT."
-273,https://pyimagesearch.com/2018/10/01/pyimageconf-2018-recap/,PyImageConf 2018 Recap
-274,https://pyimagesearch.com/2018/07/11/an-interview-with-adam-geitgey-creator-of-the-face_recognition-python-library/,"An interview with Adam Geitgey, creator of the face_recognition Python library"
-275,https://pyimagesearch.com/2018/03/26/interview-david-austin-1st-place-25000-kaggles-popular-competition/,"An interview with David Austin: 1st place and $25,000 in Kaggle's most popular image classification competition"
-276,https://pyimagesearch.com/2018/03/05/7-best-deep-learning-books-reading-right-now/,The 7 best deep learning books you should be reading right now
-277,https://pyimagesearch.com/2018/01/15/started-computer-vision-deep-learning-conference/,Why I started a computer vision and deep learning conference
-278,https://pyimagesearch.com/2018/01/08/pyimageconf-2018-practical-hands-computer-vision-deep-learning-conference/,"PyImageConf 2018: The practical, hands-on computer vision and deep learning conference"
-279,https://pyimagesearch.com/2017/11/20/save-date-pyimageconf-2018/,Save the Date: PyImageConf 2018
-280,https://pyimagesearch.com/2017/09/22/deep-learning-python-ubuntu-virtual-machine/,Your deep learning + Python Ubuntu virtual machine
-281,https://pyimagesearch.com/2017/08/07/announcing-pyimagejobs-computer-vision-deep-learning-jobs-board/,Announcing PyImageJobs: A computer vision and deep learning jobs board
-282,https://pyimagesearch.com/2017/03/13/an-interview-with-davis-king-creator-of-the-dlib-toolkit/,"An interview with Davis King, creator of the dlib toolkit"
-283,https://pyimagesearch.com/2017/03/06/guide-asking-questions-pyimagesearch-blog/,A guide to asking questions on the PyImageSearch blog
-284,https://pyimagesearch.com/2017/02/27/how-to-get-better-answers-to-your-computer-vision-questions/,How to get better answers to your computer vision questions
-285,https://pyimagesearch.com/2017/01/30/a-day-in-the-life-of-a-adrian-rosebrock-computer-vision-researcher-developer-and-entrepreneur/,"A day in the life of a Adrian Rosebrock: computer vision researcher, developer, and entrepreneur."
-286,https://pyimagesearch.com/2017/01/18/its-time-the-deep-learning-for-computer-vision-with-python-kickstarter-is-live/,It's time. The Deep Learning for Computer Vision with Python Kickstarter is LIVE.
-287,https://pyimagesearch.com/2017/01/13/table-of-contents-deep-learning-for-computer-vision-with-python/,Table of Contents: Deep Learning for Computer Vision with Python
-288,https://pyimagesearch.com/2017/01/12/sneak-preview-deep-learning-for-computer-vision-with-python/,Sneak Preview: Deep Learning for Computer Vision with Python
-289,https://pyimagesearch.com/2017/01/11/my-deep-learning-kickstarter-will-go-live-on-wednesday-january-18th-at-10am-est/,"My Deep Learning Kickstarter will go live on Wednesday, January 18th at 10AM EST"
-290,https://pyimagesearch.com/2016/07/13/now-hiring-computer-vision-and-opencv-correspondence-coordinator/,NOW HIRING: Computer Vision and OpenCV Correspondence Coordinator
-291,https://pyimagesearch.com/2016/06/27/my-top-9-favorite-python-deep-learning-libraries/,My Top 9 Favorite Python Deep Learning Libraries
-292,https://pyimagesearch.com/2016/03/14/pyimagesearch-gurus-member-spotlight-tuomo-hiippala/,PyImageSearch Gurus member spotlight: Tuomo Hiippala
-293,https://pyimagesearch.com/2015/09/16/2nd-edition-hardcopies-of-practical-python-and-opencv-now-online/,2nd edition + Hardcopies of Practical Python and OpenCV now online!
-294,https://pyimagesearch.com/2015/07/16/where-did-sift-and-surf-go-in-opencv-3/,Where did SIFT and SURF go in OpenCV 3?
-295,https://pyimagesearch.com/2015/07/13/generating-art-with-guided-deep-dreaming/,Generating art with guided deep dreaming.
-296,https://pyimagesearch.com/2015/07/06/bat-country-an-extendible-lightweight-python-package-for-deep-dreaming-with-caffe-and-convolutional-neural-networks/,"bat-country: an extendible, lightweight Python package for deep dreaming with Caffe and Convolutional Neural Networks"
-297,https://pyimagesearch.com/2015/06/09/i-was-just-interviewed-on-the-talk-python-to-me-podcast/,I was just interviewed on the Talk Python to Me Podcast.
-298,https://pyimagesearch.com/2015/06/08/opencv-3-0-released-and-the-coming-changes-to-the-pyimagesearch-blog/,OpenCV 3.0 released -- and the coming changes to the PyImageSearch blog.
-299,https://pyimagesearch.com/2015/05/18/announcing-the-pyimagesearch-web-api/,Announcing the PyImageSearch Web API
-300,https://pyimagesearch.com/2015/02/15/pyimagesearch-gurus-kickstarter-can-still-claim-spot-line/,The PyImageSearch Kickstarter Gurus is over...but you can still claim your spot in line.
-301,https://pyimagesearch.com/2015/02/10/learn-identify-wine-bottles-snap-smartphone/,Learn how to identify wine bottles in a snap (of your smartphone).
-302,https://pyimagesearch.com/2015/02/05/thumbs-hand-gesture-recognition/,Thumbs up: Hand gesture recognition.
-303,https://pyimagesearch.com/2015/01/14/25-minutes-later-pyimagesearch-gurus-fully-funded/,25 minutes later...PyimageSearch Gurus is FULLY FUNDED!
-304,https://pyimagesearch.com/2015/01/14/time-pyimagesearch-gurus-kickstarter-officially-live/,It's time. The PyImageSearch Gurus Kickstarter is officially LIVE.
-305,https://pyimagesearch.com/2015/01/12/pyimagesearch-gurus-finalized-kickstarter-reward-list/,PyImageSearch Gurus: The finalized Kickstarter reward list.
-306,https://pyimagesearch.com/2015/01/09/pyimagesearch-gurus-big-list-computer-vision-topics-youll-master-inside-course/,PyImageSearch Gurus: The big list of computer vision topics you'll master inside my course.
-307,https://pyimagesearch.com/2015/01/08/sneak-preview-pyimagesearch-gurus/,Sneak Preview: PyImageSearch Gurus
-308,https://pyimagesearch.com/2015/01/07/my-kickstarter-will-go-live-wednesday-january-14th-10am/,"My Kickstarter will go live on Wednesday, January 14th at 10am EST"
-309,https://pyimagesearch.com/2015/01/05/featured-hanselminutes-podcast-computer-vision-impact-daily-lives/,I was featured on the Hanselminutes podcast: Computer vision and the impact it has on our daily lives.
-310,https://pyimagesearch.com/2014/10/06/experience-cudamat-deep-belief-networks-python/,"My Experience with CUDAMat, Deep Belief Networks, and Python"
-311,https://pyimagesearch.com/2014/03/03/charizard-explains-describe-quantify-image-using-feature-vectors/,How To Describe and Quantify an Image Using Feature Vectors
-312,https://pyimagesearch.com/2014/02/19/im-writing-book-practical-python-opencv-introductory-example-driven-guide-image-processing-computer-vision/,"I'm Writing a Book: ""Practical Python and OpenCV: An Introductory, Example Driven Guide to Image Processing and Computer Vision"""
-313,https://pyimagesearch.com/2014/01/12/my-top-9-favorite-python-libraries-for-building-image-search-engines/,My Top 9 Favorite Python Libraries for Building Image Search Engines
-314,https://pyimagesearch.com/2021/04/28/opencv-morphological-operations/,OpenCV Morphological Operations
-315,https://pyimagesearch.com/2021/04/17/the-deep-learning-classification-pipeline/,The Deep Learning Classification Pipeline
-316,https://pyimagesearch.com/2021/05/06/introduction-to-neural-networks/,Introduction to Neural Networks
-317,https://pyimagesearch.com/2021/05/06/implementing-the-perceptron-neural-network-with-python/,Implementing the Perceptron Neural Network with Python
-318,https://pyimagesearch.com/2021/05/06/backpropagation-from-scratch-with-python/,Backpropagation from scratch with Python
-319,https://pyimagesearch.com/2021/05/06/implementing-feedforward-neural-networks-with-keras-and-tensorflow/,Implementing feedforward neural networks with Keras and TensorFlow
-320,https://pyimagesearch.com/2021/05/06/the-four-key-ingredients-when-training-any-neural-network/,The four key ingredients when training any neural network
-321,https://pyimagesearch.com/2021/05/06/understanding-weight-initialization-for-neural-networks/,Understanding weight initialization for neural networks
-322,https://pyimagesearch.com/2021/08/02/pytorch-object-detection-with-pre-trained-networks/,PyTorch object detection with pre-trained networks
-323,https://pyimagesearch.com/2021/07/26/pytorch-image-classification-with-pre-trained-networks/,PyTorch image classification with pre-trained networks
-324,https://pyimagesearch.com/2021/07/12/intro-to-pytorch-training-your-first-neural-network-using-pytorch/,Intro to PyTorch: Training your first neural network using PyTorch
-325,https://pyimagesearch.com/2021/05/17/introduction-to-hyperparameter-tuning-with-scikit-learn-and-python/,Introduction to hyperparameter tuning with scikit-learn and Python
-326,https://pyimagesearch.com/2016/07/25/convolutions-with-opencv-and-python/,Convolutions with OpenCV and Python
-327,https://pyimagesearch.com/2021/07/05/what-is-pytorch/,What is PyTorch?
-328,https://pyimagesearch.com/2021/05/22/a-gentle-guide-to-training-your-first-cnn-with-keras-and-tensorflow/,A gentle guide to training your first CNN with Keras and TensorFlow
-329,https://pyimagesearch.com/2021/05/22/save-your-keras-and-tensorflow-model-to-disk/,Save your Keras and TensorFlow model to disk
-330,https://pyimagesearch.com/2021/05/22/load-a-trained-keras-tensorflow-model-from-disk/,Load a trained Keras/TensorFlow model from disk
-331,https://pyimagesearch.com/2021/05/22/lenet-recognizing-handwritten-digits/,LeNet: Recognizing Handwritten Digits
-332,https://pyimagesearch.com/2021/05/22/minivggnet-going-deeper-with-cnns/,MiniVGGNet: Going Deeper with CNNs
-333,https://pyimagesearch.com/2021/05/22/visualizing-network-architectures-using-keras-and-tensorflow/,Visualizing network architectures using Keras and TensorFlow
-334,https://pyimagesearch.com/2017/03/20/imagenet-vggnet-resnet-inception-xception-keras/,"ImageNet: VGGNet, ResNet, Inception, and Xception with Keras"
-335,https://pyimagesearch.com/2018/07/02/an-interview-with-francois-chollet/,An interview with Francois Chollet
-336,https://pyimagesearch.com/2021/05/14/convolution-and-cross-correlation-in-neural-networks/,Convolution and cross-correlation in neural networks
-337,https://pyimagesearch.com/2021/05/14/are-cnns-invariant-to-translation-rotation-and-scaling/,"Are CNNs invariant to translation, rotation, and scaling?"
-338,https://pyimagesearch.com/2021/08/30/detecting-and-ocring-digits-with-tesseract-and-python/,Detecting and OCR'ing Digits with Tesseract and Python
-339,https://pyimagesearch.com/2020/08/03/tesseract-ocr-for-non-english-languages/,Tesseract OCR for Non-English Languages
-340,https://pyimagesearch.com/2017/04/03/facial-landmarks-dlib-opencv-python/,"Facial landmarks with dlib, OpenCV, and Python"
-341,https://pyimagesearch.com/2014/08/25/4-point-opencv-getperspective-transform-example/,4 Point OpenCV getPerspective Transform Example
-342,https://pyimagesearch.com/2017/06/19/image-difference-with-opencv-and-python/,Image Difference with OpenCV and Python
-343,https://pyimagesearch.com/2016/02/08/opencv-shape-detection/,OpenCV shape detection
-344,https://pyimagesearch.com/2019/02/04/keras-multiple-inputs-and-mixed-data/,Keras: Multiple Inputs and Mixed Data
-345,https://pyimagesearch.com/2014/08/04/opencv-python-color-detection/,OpenCV and Python Color Detection
-346,https://pyimagesearch.com/2019/09/02/opencv-stream-video-to-web-browser-html-page/,OpenCV - Stream video to web browser/HTML page
-347,https://pyimagesearch.com/2021/08/09/what-is-optical-character-recognition-ocr/,What is Optical Character Recognition (OCR)?
-348,https://pyimagesearch.com/2017/07/17/credit-card-ocr-with-opencv-and-python/,Credit card OCR with OpenCV and Python
-349,https://pyimagesearch.com/2020/08/31/image-alignment-and-registration-with-opencv/,Image alignment and registration with OpenCV
-350,https://pyimagesearch.com/2020/09/07/ocr-a-document-form-or-invoice-with-tesseract-opencv-and-python/,"OCR a document, form, or invoice with Tesseract, OpenCV, and Python"
-351,https://pyimagesearch.com/2021/03/29/multi-template-matching-with-opencv/,Multi-template matching with OpenCV
-352,https://pyimagesearch.com/2021/11/15/tesseract-page-segmentation-modes-psms-explained-how-to-improve-your-ocr-accuracy/,Tesseract Page Segmentation Modes (PSMs) Explained: How to Improve Your OCR Accuracy
-353,https://pyimagesearch.com/2021/09/06/whitelisting-and-blacklisting-characters-with-tesseract-and-python/,Whitelisting and Blacklisting Characters with Tesseract and Python
-354,https://pyimagesearch.com/2021/09/20/language-translation-and-ocr-with-tesseract-and-python/,Language Translation and OCR with Tesseract and Python
-355,https://pyimagesearch.com/2021/09/27/pixel-shuffle-super-resolution-with-tensorflow-keras-and-deep-learning/,"Pixel Shuffle Super Resolution with TensorFlow, Keras, and Deep Learning"
-356,https://pyimagesearch.com/2021/10/06/opencv-contour-approximation/,OpenCV Contour Approximation
-357,https://pyimagesearch.com/2021/10/18/introduction-to-distributed-training-in-pytorch/,Introduction to Distributed Training in PyTorch
-358,https://pyimagesearch.com/2021/10/20/using-machine-learning-to-denoise-images-for-better-ocr-accuracy/,Using Machine Learning to Denoise Images for Better OCR Accuracy
-359,https://pyimagesearch.com/2021/10/11/pytorch-transfer-learning-and-image-classification/,PyTorch: Transfer Learning and Image Classification
-360,https://pyimagesearch.com/2021/10/27/automatically-ocring-receipts-and-scans/,Automatically OCR'ing Receipts and Scans
-361,https://pyimagesearch.com/2021/11/08/u-net-training-image-segmentation-models-in-pytorch/,U-Net: Training Image Segmentation Models in PyTorch
-362,https://pyimagesearch.com/2020/05/25/tesseract-ocr-text-localization-and-detection/,Tesseract OCR: Text localization and detection
-363,https://pyimagesearch.com/2021/11/03/ocring-business-cards/,OCR'ing Business Cards
-364,https://pyimagesearch.com/2021/07/14/smile-detection-with-opencv-keras-and-tensorflow/,"Smile detection with OpenCV, Keras, and TensorFlow"
-365,https://pyimagesearch.com/2021/11/22/improving-ocr-results-with-basic-image-processing/,Improving OCR Results with Basic Image Processing
-366,https://pyimagesearch.com/2021/11/23/an-interview-with-adithya-gaurav-singh-finding-love-with-computer-vision-and-face-recognition/,An interview with Adithya Gaurav Singh: Finding love with computer vision and face recognition
-367,https://pyimagesearch.com/2021/12/01/ocr-passports-with-opencv-and-tesseract/,OCR Passports with OpenCV and Tesseract
-368,https://pyimagesearch.com/2020/12/14/generating-aruco-markers-with-opencv-and-python/,Generating ArUco markers with OpenCV and Python
-369,https://pyimagesearch.com/2019/12/02/opencv-vehicle-detection-tracking-and-speed-estimation/,"OpenCV Vehicle Detection, Tracking, and Speed Estimation"
-370,https://pyimagesearch.com/2021/11/29/using-spellchecking-to-improve-tesseract-ocr-accuracy/,Using spellchecking to improve Tesseract OCR accuracy
-371,https://pyimagesearch.com/2021/10/25/training-a-dcgan-in-pytorch/,Training a DCGAN in PyTorch
-372,https://pyimagesearch.com/2021/07/14/breaking-captchas-with-deep-learning-keras-and-tensorflow/,"Breaking captchas with deep learning, Keras, and TensorFlow"
-373,https://pyimagesearch.com/2021/11/01/training-an-object-detector-from-scratch-in-pytorch/,Training an object detector from scratch in PyTorch
-374,https://pyimagesearch.com/2021/11/11/get-started-dcgan-for-fashion-mnist/,Get Started: DCGAN for Fashion-MNIST
-375,https://pyimagesearch.com/2021/12/20/torch-hub-series-1-introduction-to-torch-hub/,Torch Hub Series #1: Introduction to Torch Hub
-376,https://pyimagesearch.com/2021/12/27/torch-hub-series-2-vgg-and-resnet/,Torch Hub Series #2: VGG and ResNet
-377,https://pyimagesearch.com/2022/01/03/torch-hub-series-3-yolov5-and-ssd-models-on-object-detection/,Torch Hub Series #3: YOLOv5 and SSD -- Models on Object Detection
-378,https://pyimagesearch.com/2022/01/17/torch-hub-series-5-midas-model-on-depth-estimation/,Torch Hub Series #5: MiDaS -- Model on Depth Estimation
-379,https://pyimagesearch.com/2021/05/01/what-is-face-recognition/,What is face recognition?
-380,https://pyimagesearch.com/2022/01/24/torch-hub-series-6-image-segmentation/,Torch Hub Series #6: Image Segmentation
-381,https://pyimagesearch.com/2022/01/31/correcting-text-orientation-with-tesseract-and-python/,Correcting Text Orientation with Tesseract and Python
-382,https://pyimagesearch.com/2019/07/22/keras-learning-rate-schedules-and-decay/,Keras learning rate schedules and decay
-383,https://pyimagesearch.com/2019/02/11/fashion-mnist-with-keras-and-deep-learning/,Fashion MNIST with Keras and Deep Learning
-384,https://pyimagesearch.com/2019/11/04/traffic-sign-classification-with-keras-and-deep-learning/,Traffic Sign Classification with Keras and Deep Learning
-385,https://pyimagesearch.com/2019/10/14/why-is-my-validation-loss-lower-than-my-training-loss/,Why is my validation loss lower than my training loss?
-386,https://pyimagesearch.com/2020/06/15/opencv-fast-fourier-transform-fft-for-blur-detection-in-images-and-video-streams/,OpenCV Fast Fourier Transform (FFT) for blur detection in images and video streams
-387,https://pyimagesearch.com/2019/12/09/how-to-install-tensorflow-2-0-on-macos/,How to install TensorFlow 2.0 on macOS
-388,https://pyimagesearch.com/2020/02/03/how-to-use-opencvs-dnn-module-with-nvidia-gpus-cuda-and-cudnn/,"How to use OpenCV's ""dnn"" module with NVIDIA GPUs, CUDA, and cuDNN"
-389,https://pyimagesearch.com/2016/09/19/understanding-regularization-for-image-classification-and-machine-learning/,Understanding Regularization for Image Classification and Machine Learning
-390,https://pyimagesearch.com/2022/02/28/multi-column-table-ocr/,Multi-Column Table OCR
-391,https://pyimagesearch.com/2021/11/24/computer-graphics-and-deep-learning-with-nerf-using-tensorflow-and-keras-part-3/,Computer Graphics and Deep Learning with NeRF using TensorFlow and Keras: Part 3
-392,https://pyimagesearch.com/2021/11/10/computer-graphics-and-deep-learning-with-nerf-using-tensorflow-and-keras-part-1/,Computer Graphics and Deep Learning with NeRF using TensorFlow and Keras: Part 1
-393,https://pyimagesearch.com/2022/01/10/torch-hub-series-4-pgan-model-on-gan/,Torch Hub Series #4: PGAN -- Model on GAN
-394,https://pyimagesearch.com/2022/02/14/image-super-resolution/,Image Super Resolution
-395,https://pyimagesearch.com/2018/06/25/raspberry-pi-face-recognition/,Raspberry Pi Face Recognition
-396,https://pyimagesearch.com/2021/02/08/histogram-matching-with-opencv-scikit-image-and-python/,"Histogram matching with OpenCV, scikit-image, and Python"
-397,https://pyimagesearch.com/2021/02/15/automatic-color-correction-with-opencv-and-python/,Automatic color correction with OpenCV and Python
-398,https://pyimagesearch.com/2021/05/12/image-gradients-with-opencv-sobel-and-scharr/,Image Gradients with OpenCV (Sobel and Scharr)
-399,https://pyimagesearch.com/2017/09/20/pre-configured-amazon-aws-deep-learning-ami-with-python/,Pre-configured Amazon AWS deep learning AMI with Python
-400,https://pyimagesearch.com/2018/07/09/face-clustering-with-python/,Face clustering with Python
-401,https://pyimagesearch.com/2019/09/16/install-opencv-4-on-raspberry-pi-4-and-raspbian-buster/,Install OpenCV 4 on Raspberry Pi 4 and Raspbian Buster
-402,https://pyimagesearch.com/2021/11/17/computer-graphics-and-deep-learning-with-nerf-using-tensorflow-and-keras-part-2/,Computer Graphics and Deep Learning with NeRF using TensorFlow and Keras: Part 2
-403,https://pyimagesearch.com/2022/06/29/semantic-vs-instance-vs-panoptic-segmentation/,Semantic vs. Instance vs. Panoptic Segmentation
-404,https://pyimagesearch.com/2022/07/11/word2vec-a-study-of-embeddings-in-nlp/,Word2Vec: A Study of Embeddings in NLP
-405,https://pyimagesearch.com/2022/06/27/introduction-to-natural-language-processing-nlp/,Introduction to Natural Language Processing (NLP)
-406,https://pyimagesearch.com/2022/06/22/computer-vision-and-deep-learning-for-government/,Computer Vision and Deep Learning for Government
-407,https://pyimagesearch.com/2022/06/13/enhanced-super-resolution-generative-adversarial-networks-esrgan/,Enhanced Super-Resolution Generative Adversarial Networks (ESRGAN)
-408,https://pyimagesearch.com/2022/06/06/super-resolution-generative-adversarial-networks-srgan/,Super-Resolution Generative Adversarial Networks (SRGAN)
-409,https://pyimagesearch.com/2022/05/30/attending-to-channels-using-keras-and-tensorflow/,Attending to Channels Using Keras and TensorFlow
-410,https://pyimagesearch.com/2022/05/23/spatial-transformer-networks-using-tensorflow/,Spatial Transformer Networks Using TensorFlow
-411,https://pyimagesearch.com/2022/05/02/mean-average-precision-map-using-the-coco-evaluator/,Mean Average Precision (mAP) Using the COCO Evaluator
-412,https://pyimagesearch.com/2022/04/25/installing-opencv-on-windows/,Installing OpenCV on Windows
-413,https://pyimagesearch.com/2022/04/13/planning-and-writing-a-research-paper/,Planning and Writing a Research Paper
-414,https://pyimagesearch.com/2022/03/31/text-detection-and-ocr-with-google-cloud-vision-api/,Text Detection and OCR with Google Cloud Vision API
-415,https://pyimagesearch.com/2022/03/30/ideating-the-solution-and-planning-experiments/,Ideating the Solution and Planning Experiments
-416,https://pyimagesearch.com/2022/03/28/text-detection-and-ocr-with-microsoft-cognitive-services/,Text Detection and OCR with Microsoft Cognitive Services
-417,https://pyimagesearch.com/2022/03/21/text-detection-and-ocr-with-amazon-rekognition-api/,Text Detection and OCR with Amazon Rekognition API
-418,https://pyimagesearch.com/2022/03/16/choosing-the-research-topic-and-reading-its-literature/,Choosing the Research Topic and Reading Its Literature
-419,https://pyimagesearch.com/2022/03/14/improving-text-detection-speed-with-opencv-and-gpus/,Improving Text Detection Speed with OpenCV and GPUs
-420,https://pyimagesearch.com/2022/03/07/ocring-video-streams/,OCR'ing Video Streams
-421,https://pyimagesearch.com/2022/07/18/comparison-between-bagofwords-and-word2vec/,Comparison Between BagofWords and Word2Vec
-422,https://pyimagesearch.com/2022/07/20/computer-vision-and-deep-learning-for-banking-and-finance/,Computer Vision and Deep Learning for Banking and Finance
-423,https://pyimagesearch.com/2021/04/28/opencv-image-histograms-cv2-calchist/,OpenCV Image Histograms ( cv2.calcHist )
-424,https://pyimagesearch.com/2022/08/08/introduction-to-tfrecords/,Introduction to TFRecords
-425,https://pyimagesearch.com/2022/08/15/neural-machine-translation/,Neural Machine Translation
-426,https://pyimagesearch.com/2016/10/10/gradient-descent-with-python/,Gradient Descent with Python
-427,https://pyimagesearch.com/2022/08/10/computer-vision-and-deep-learning-for-agriculture/,Computer Vision and Deep Learning for Agriculture
-428,https://pyimagesearch.com/2022/08/17/multi-task-learning-and-hydranets-with-pytorch/,Multi-Task Learning and HydraNets with PyTorch
-429,https://pyimagesearch.com/2022/08/24/computer-vision-and-deep-learning-for-electricity/,Computer Vision and Deep Learning for Electricity
-430,https://pyimagesearch.com/2022/10/03/computer-vision-and-deep-learning-for-transportation/,Computer Vision and Deep Learning for Transportation
-431,https://pyimagesearch.com/2022/10/31/thermal-vision-night-object-detection-with-pytorch-and-yolov5-real-project/,Thermal Vision: Night Object Detection with PyTorch and YOLOv5 (real project)
-432,https://pyimagesearch.com/2022/09/26/a-deep-dive-into-transformers-with-tensorflow-and-keras-part-2/,A Deep Dive into Transformers with TensorFlow and Keras: Part 2
-433,https://pyimagesearch.com/2022/11/07/a-deep-dive-into-transformers-with-tensorflow-and-keras-part-3/,A Deep Dive into Transformers with TensorFlow and Keras: Part 3
-434,https://pyimagesearch.com/2022/07/27/image-translation-with-pix2pix/,Image Translation with Pix2Pix
-435,https://pyimagesearch.com/2022/11/21/scaling-kaggle-competitions-using-xgboost-part-1/,Scaling Kaggle Competitions Using XGBoost: Part 1
-436,https://pyimagesearch.com/2022/12/12/scaling-kaggle-competitions-using-xgboost-part-2/,Scaling Kaggle Competitions Using XGBoost: Part 2
-437,https://pyimagesearch.com/2021/12/13/gan-training-challenges-dcgan-for-color-images/,GAN Training Challenges: DCGAN for Color Images
-438,https://pyimagesearch.com/2022/10/17/thermal-vision-measuring-your-first-temperature-from-an-image-with-python-and-opencv/,Thermal Vision: Measuring Your First Temperature from an Image with Python and OpenCV
-439,https://pyimagesearch.com/2015/11/02/watershed-opencv/,Watershed OpenCV
-440,https://pyimagesearch.com/2023/01/02/computer-vision-and-deep-learning-for-healthcare/,Computer Vision and Deep Learning for Healthcare
-441,https://pyimagesearch.com/2022/12/26/automatic-differentiation-part-2-implementation-using-micrograd/,Automatic Differentiation Part 2: Implementation Using Micrograd
-442,https://pyimagesearch.com/2014/09/15/python-compare-two-images/,How-To: Python Compare Two Images
-443,https://pyimagesearch.com/2018/12/03/deep-learning-and-medical-image-analysis-with-keras/,Deep Learning and Medical Image Analysis with Keras
-444,https://pyimagesearch.com/2018/11/26/instance-segmentation-with-opencv/,Instance segmentation with OpenCV
-445,https://pyimagesearch.com/2015/06/22/install-opencv-3-0-and-python-2-7-on-ubuntu/,Install OpenCV 3 and Python 2.7+ on Ubuntu - PyimageSearch
-446,https://pyimagesearch.com/2019/05/27/keras-feature-extraction-on-large-datasets-with-deep-learning/,Keras: Feature extraction on large datasets with Deep Learning
-447,https://pyimagesearch.com/2015/01/26/multi-scale-template-matching-using-python-opencv/,Multi-scale Template Matching using Python and OpenCV
-448,https://pyimagesearch.com/2014/09/22/getting-started-deep-learning-python/,Getting Started with Deep Learning and Python
-449,https://pyimagesearch.com/2014/11/24/detecting-barcodes-images-python-opencv/,Detecting Barcodes in Images with Python and OpenCV
-450,https://pyimagesearch.com/2015/04/06/zero-parameter-automatic-canny-edge-detection-with-python-and-opencv/,"Zero-parameter, automatic Canny edge detection with Python and OpenCV"
-451,https://pyimagesearch.com/2016/10/31/detecting-multiple-bright-spots-in-an-image-with-python-and-opencv/,Detecting multiple bright spots in an image with Python and OpenCV
-452,https://pyimagesearch.com/2016/06/20/detecting-cats-in-images-with-opencv/,Detecting cats in images with OpenCV
-453,https://pyimagesearch.com/2016/11/14/installing-keras-with-tensorflow-backend/,Installing Keras with TensorFlow backend
-454,https://pyimagesearch.com/2017/12/11/image-classification-with-keras-and-deep-learning/,Image classification with Keras and deep learning
-455,https://pyimagesearch.com/2020/03/25/how-to-configure-your-nvidia-jetson-nano-for-computer-vision-and-deep-learning/,How to configure your NVIDIA Jetson Nano for Computer Vision and Deep Learning
-456,https://pyimagesearch.com/2017/08/28/fast-optimized-for-pixel-loops-with-opencv-and-python/,"Fast, optimized 'for' pixel loops with OpenCV and Python"
-457,https://pyimagesearch.com/2020/10/12/multi-class-object-detection-and-bounding-box-regression-with-keras-tensorflow-and-deep-learning/,"Multi-class object detection and bounding box regression with Keras, TensorFlow, and Deep Learning"
-458,https://pyimagesearch.com/2015/10/12/scraping-images-with-python-and-scrapy/,Scraping images with Python and Scrapy
-459,https://pyimagesearch.com/2021/05/03/face-recognition-with-local-binary-patterns-lbps-and-opencv/,Face Recognition with Local Binary Patterns (LBPs) and OpenCV
-460,https://pyimagesearch.com/2016/05/02/accessing-rpi-gpio-and-gpio-zero-with-opencv-python/,Accessing RPi.GPIO and GPIO Zero with OpenCV + Python
-461,https://pyimagesearch.com/2021/05/10/opencv-eigenfaces-for-face-recognition/,OpenCV Eigenfaces for Face Recognition
-462,https://pyimagesearch.com/2019/06/17/online-incremental-learning-with-keras-and-creme/,Online/Incremental Learning with Keras and Creme
-463,https://pyimagesearch.com/2019/09/09/multiprocessing-with-opencv-and-python/,Multiprocessing with OpenCV and Python
-464,https://pyimagesearch.com/2016/06/06/hands-on-with-the-nvidia-digits-devbox-for-deep-learning/,Hands-on with the NVIDIA DIGITS DevBox for Deep Learning
-465,https://pyimagesearch.com/2015/09/28/implementing-the-max-rgb-filter-in-opencv/,Implementing the Max RGB filter in OpenCV
-466,https://pyimagesearch.com/2018/03/19/reading-barcodes-with-python-and-openmv/,Reading barcodes with Python and OpenMV
-467,https://pyimagesearch.com/2020/03/04/nvidia-jetson-nano-img-pre-configured-for-deep-learning-and-computer-vision/,NVIDIA Jetson Nano .img pre-configured for Deep Learning and Computer Vision
-468,https://pyimagesearch.com/2017/11/13/how-to-install-mxnet-for-deep-learning/,How to install mxnet for deep learning
-469,https://pyimagesearch.com/2016/05/09/opencv-rpi-gpio-and-gpio-zero-on-the-raspberry-pi/,"OpenCV, RPi.GPIO, and GPIO Zero on the Raspberry Pi"
-470,https://pyimagesearch.com/2022/09/19/computer-vision-and-deep-learning-for-oil-and-gas/,Computer Vision and Deep Learning for Oil and Gas
-471,https://pyimagesearch.com/2022/07/06/computer-vision-and-deep-learning-for-customer-service/,Computer Vision and Deep Learning for Customer Service
-472,https://pyimagesearch.com/2021/10/13/an-interview-with-david-bonn-computer-vision-and-wildfire-detection-expert/,"An interview with David Bonn, computer vision and wildfire detection expert"
-473,https://pyimagesearch.com/2018/03/28/an-interview-with-kwabena-agyeman-co-creator-of-openmv-and-microcontroller-expert/,"An interview with Kwabena Agyeman, co-creator of OpenMV and microcontroller expert"
-474,https://pyimagesearch.com/2016/12/12/im-writing-a-book-on-deep-learning-and-convolutional-neural-networks-and-i-need-your-advice/,I'm writing a book on Deep Learning and Convolutional Neural Networks (and I need your advice).
-475,https://pyimagesearch.com/2021/04/14/an-interview-with-gary-song-deep-learning-practitioner-at-unity-technologies/,"An interview with Gary Song, deep learning practitioner at Unity Technologies"
-476,https://pyimagesearch.com/2022/10/24/thermal-vision-fever-detector-with-python-and-opencv-starter-project/,Thermal Vision: Fever Detector with Python and OpenCV (starter project)
-477,https://pyimagesearch.com/2021/01/19/image-masking-with-opencv/,Image Masking with OpenCV
-478,https://pyimagesearch.com/2017/09/27/setting-up-ubuntu-16-04-cuda-gpu-for-deep-learning-with-python/,Setting up Ubuntu 16.04 + CUDA + GPU for deep learning with Python
-479,https://pyimagesearch.com/2019/04/29/detecting-parkinsons-disease-with-opencv-computer-vision-and-the-spiral-wave-test/,"Detecting Parkinson's Disease with OpenCV, Computer Vision, and the Spiral/Wave Test"
-480,https://pyimagesearch.com/2023/01/16/scaling-kaggle-competitions-using-xgboost-part-3/,Scaling Kaggle Competitions Using XGBoost: Part 3
-481,https://pyimagesearch.com/2023/01/23/scaling-kaggle-competitions-using-xgboost-part-4/,Scaling Kaggle Competitions Using XGBoost: Part 4
-482,https://pyimagesearch.com/2015/11/09/pedestrian-detection-opencv/,Pedestrian Detection OpenCV
-483,https://pyimagesearch.com/2014/05/12/best-python-books-2014/,The Best Python Books of 2014
-484,https://pyimagesearch.com/2022/11/14/computer-vision-and-deep-learning-for-logistics/,Computer Vision and Deep Learning for Logistics
-485,https://pyimagesearch.com/2016/04/25/watermarking-images-with-opencv-and-python/,Watermarking images with OpenCV and Python
-486,https://pyimagesearch.com/2016/02/22/writing-to-video-with-opencv/,Writing to video with OpenCV
-487,https://pyimagesearch.com/2017/01/02/rotate-images-correctly-with-opencv-and-python/,Rotate images (correctly) with OpenCV and Python
-488,https://pyimagesearch.com/2016/01/25/real-time-panorama-and-image-stitching-with-opencv/,Real-time panorama and image stitching with OpenCV
-489,https://pyimagesearch.com/2018/04/16/keras-and-convolutional-neural-networks-cnns/,Keras and Convolutional Neural Networks (CNNs)
-490,https://pyimagesearch.com/2017/04/24/eye-blink-detection-opencv-python-dlib/,"Eye blink detection with OpenCV, Python, and dlib"
-491,https://pyimagesearch.com/2016/08/01/lenet-convolutional-neural-network-in-python/,LeNet - Convolutional Neural Network in Python
-492,https://pyimagesearch.com/2017/08/14/long-exposure-with-opencv-and-python/,Long exposure with OpenCV and Python
-493,https://pyimagesearch.com/2017/08/21/deep-learning-with-opencv/,Deep Learning with OpenCV
-494,https://pyimagesearch.com/2015/12/21/increasing-webcam-fps-with-python-and-opencv/,Increasing webcam FPS with Python and OpenCV
-495,https://pyimagesearch.com/2015/12/28/increasing-raspberry-pi-fps-with-python-and-opencv/,Increasing Raspberry Pi FPS with Python and OpenCV
-496,https://pyimagesearch.com/2016/02/29/saving-key-event-video-clips-with-opencv/,Saving key event video clips with OpenCV
-497,https://pyimagesearch.com/2015/01/19/find-distance-camera-objectmarker-using-python-opencv/,Find distance from camera to object using Python and OpenCV
-498,https://pyimagesearch.com/2014/01/20/basic-image-manipulations-in-python-and-opencv-resizing-scaling-rotating-and-cropping/,"Basic Image Manipulations in Python and OpenCV: Resizing (scaling), Rotating, and Cropping"
-499,https://pyimagesearch.com/2020/07/27/opencv-grabcut-foreground-segmentation-and-extraction/,OpenCV GrabCut: Foreground Segmentation and Extraction
-500,https://pyimagesearch.com/2014/07/28/a-slic-superpixel-tutorial-using-python/,Segmentation: A SLIC Superpixel Tutorial using Python
-501,https://pyimagesearch.com/2017/07/31/bank-check-ocr-opencv-python-part-ii/,Bank check OCR with OpenCV and Python (Part II)
-502,https://pyimagesearch.com/2017/07/24/bank-check-ocr-with-opencv-and-python-part-i/,Bank check OCR with OpenCV and Python (Part I)
-503,https://pyimagesearch.com/2017/06/26/labeling-superpixel-colorfulness-opencv-python/,Labeling superpixel colorfulness with OpenCV and Python
-504,https://pyimagesearch.com/2017/11/06/deep-learning-opencvs-blobfromimage-works/,Deep learning: How OpenCV's blobFromImage works
-505,https://pyimagesearch.com/2016/09/26/a-simple-neural-network-with-python-and-keras/,A simple neural network with Python and Keras
-506,https://pyimagesearch.com/2020/05/18/image-inpainting-with-opencv-and-python/,Image inpainting with OpenCV and Python
-507,https://pyimagesearch.com/2017/05/29/montages-with-opencv/,Montages with OpenCV
-508,https://pyimagesearch.com/2019/11/25/human-activity-recognition-with-opencv-and-deep-learning/,Human Activity Recognition with OpenCV and Deep Learning
-509,https://pyimagesearch.com/2017/10/30/how-to-multi-gpu-training-with-keras-python-and-deep-learning/,"How-To: Multi-GPU training with Keras, Python, and deep learning"
-510,https://pyimagesearch.com/2023/03/13/train-a-maskformer-segmentation-model-with-hugging-face-transformers/,Train a MaskFormer Segmentation Model with Hugging Face Transformers
-511,https://pyimagesearch.com/2018/09/17/opencv-ocr-and-text-recognition-with-tesseract/,OpenCV OCR and text recognition with Tesseract
-512,https://pyimagesearch.com/2022/12/29/the-2023-guide-to-grooming-in-agile/,The 2023 Guide To Grooming in Agile
-513,https://pyimagesearch.com/2017/09/18/real-time-object-detection-with-deep-learning-and-opencv/,Real-time object detection with deep learning and OpenCV
-514,https://pyimagesearch.com/2017/02/13/recognizing-digits-with-opencv-and-python/,Recognizing digits with OpenCV and Python
-515,https://pyimagesearch.com/2022/02/21/u-net-image-segmentation-in-keras/,U-Net Image Segmentation in Keras
-516,https://pyimagesearch.com/2022/08/03/an-interview-with-peter-ip-chief-data-scientist/,"An Interview with Peter Ip, Chief Data Scientist"
-517,https://pyimagesearch.com/2022/08/01/long-short-term-memory-networks/,Long Short-Term Memory Networks
-518,https://pyimagesearch.com/2022/07/25/introduction-to-recurrent-neural-networks-with-keras-and-tensorflow/,Introduction to Recurrent Neural Networks with Keras and TensorFlow
-519,https://pyimagesearch.com/2021/09/22/an-interview-with-raul-garcia-martin-phd-candidate-and-computer-vision-entrepreneur/,"An interview with Raul Garcia-Martin, PhD candidate and computer vision entrepreneur"
-520,https://pyimagesearch.com/2021/09/13/intro-to-generative-adversarial-networks-gans/,Intro to Generative Adversarial Networks (GANs)
-521,https://pyimagesearch.com/2021/07/20/an-interview-with-askat-kuzdeuov-computer-vision-and-deep-learning-researcher/,"An interview with Askat Kuzdeuov, computer vision and deep learning researcher"
-522,https://pyimagesearch.com/2021/03/31/an-interview-with-jagadish-mahendran-1st-place-winner-of-the-opencv-spatial-ai-competition/,"An interview with Jagadish Mahendran, 1st place winner of the OpenCV Spatial AI Competition"
-523,https://pyimagesearch.com/2020/10/07/an-interview-with-maria-rosvold-and-shriya-nama-high-schoolers-studying-robotics-and-computer-vision/,"An interview with Maria Rosvold and Shriya Nama, high schoolers studying robotics and computer vision"
-524,https://pyimagesearch.com/2020/08/13/sneak-preview-ocr-with-opencv-tesseract-and-python/,"Sneak preview: OCR with OpenCV, Tesseract, and Python"
-525,https://pyimagesearch.com/2018/02/26/face-detection-with-opencv-and-deep-learning/,Face detection with OpenCV and deep learning
-526,https://pyimagesearch.com/2023/01/30/computer-vision-and-deep-learning-for-education/,Computer Vision and Deep Learning for Education
-527,https://pyimagesearch.com/2023/03/30/machine-learning-computer-vision/,Computer Vision Machine Learning. A gentle guide for beginners.
-528,https://pyimagesearch.com/2021/04/17/what-is-deep-learning/,What is Deep Learning?
-529,https://pyimagesearch.com/2021/12/06/fast-neural-network-training-with-distributed-training-and-google-tpus/,Fast Neural Network Training with Distributed Training and Google TPUs
-530,https://pyimagesearch.com/2019/08/19/simple-scene-boundary-shot-transition-detection-with-opencv/,Simple Scene Boundary/Shot Transition Detection with OpenCV
-531,https://pyimagesearch.com/2018/07/23/simple-object-tracking-with-opencv/,Simple object tracking with OpenCV
-532,https://pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/,"COVID-19: Face Mask Detector with OpenCV, Keras/TensorFlow, and Deep Learning"
-533,https://pyimagesearch.com/2023/02/20/learning-jax-in-2023-part-1-the-ultimate-guide-to-accelerating-numerical-computation-and-machine-learning/,Learning JAX in 2023: Part 1 -- The Ultimate Guide to Accelerating Numerical Computation and Machine Learning
-534,https://pyimagesearch.com/2023/02/27/learning-jax-in-2023-part-2-jaxs-power-tools-grad-jit-vmap-and-pmap/,"Learn JAX in 2023: Part 2 - grad, jit, vmap, and pmap"
-535,https://pyimagesearch.com/2023/03/27/whats-new-in-pytorch-2-0-torch-compile/,What's New in PyTorch 2.0? torch.compile
-536,https://pyimagesearch.com/2023/04/24/whats-behind-pytorch-2-0-torchdynamo-and-torchinductor-primarily-for-developers/,What's Behind PyTorch 2.0? TorchDynamo and TorchInductor (primarily for developers)
-537,https://pyimagesearch.com/2023/04/17/learning-jax-in-2023-part-3-a-step-by-step-guide-to-training-your-first-machine-learning-model-with-jax/,Learning JAX in 2023: Part 3 -- A Step-by-Step Guide to Training Your First Machine Learning Model with JAX
-538,https://pyimagesearch.com/2016/11/07/intersection-over-union-iou-for-object-detection/,Intersection over Union (IoU) for object detection
-539,https://pyimagesearch.com/2020/08/10/opencv-sudoku-solver-and-ocr/,OpenCV Sudoku Solver and OCR
-540,https://pyimagesearch.com/2019/06/10/keras-mask-r-cnn/,Keras Mask R-CNN
-541,https://pyimagesearch.com/2016/03/28/measuring-size-of-objects-in-an-image-with-opencv/,Measuring size of objects in an image with OpenCV
-542,https://pyimagesearch.com/2017/09/11/object-detection-with-deep-learning-and-opencv/,Object detection with deep learning and OpenCV
-543,https://pyimagesearch.com/2021/04/19/face-detection-with-dlib-hog-and-cnn/,Face detection with dlib (HOG and CNN)
-544,https://pyimagesearch.com/2022/10/10/introduction-to-infrared-vision-near-vs-mid-far-infrared-images/,Introduction to Infrared Vision: Near vs. Mid-Far Infrared Images
-545,https://pyimagesearch.com/2022/02/07/anime-faces-with-wgan-and-wgan-gp/,Anime Faces with WGAN and WGAN-GP
-546,https://pyimagesearch.com/2020/04/13/opencv-age-detection-with-deep-learning/,OpenCV Age Detection with Deep Learning
-547,https://pyimagesearch.com/2018/11/05/creating-gifs-with-opencv/,Creating GIFs with OpenCV
-548,https://pyimagesearch.com/2023/05/01/training-the-yolov8-object-detector-for-oak-d/,Training the YOLOv8 Object Detector for OAK-D
-549,https://pyimagesearch.com/2023/04/03/deploying-a-custom-image-classifier-on-an-oak-d/,Deploying a Custom Image Classifier on an OAK-D
-550,https://pyimagesearch.com/2023/02/06/training-a-custom-image-classification-network-for-oak-d/,Training a Custom Image Classification Network for OAK-D
-551,https://pyimagesearch.com/2022/12/19/oak-d-understanding-and-running-neural-network-inference-with-depthai-api/,OAK-D: Understanding and Running Neural Network Inference with DepthAI API
-552,https://pyimagesearch.com/2022/11/28/introduction-to-opencv-ai-kit-oak/,Introduction to OpenCV AI Kit (OAK)
-553,https://pyimagesearch.com/2023/05/29/cyclegan-unpaired-image-to-image-translation-part-2/,CycleGAN: Unpaired Image-to-Image Translation (Part 2)
-554,https://pyimagesearch.com/2023/05/15/hand-gesture-recognition-with-yolov8-on-oak-d-in-near-real-time/,Hand Gesture Recognition with YOLOv8 on OAK-D in Near Real-Time
-555,https://pyimagesearch.com/2022/09/12/cyclegan-unpaired-image-to-image-translation-part-1/,CycleGAN: Unpaired Image-to-Image Translation (Part 1)
-556,https://pyimagesearch.com/2017/07/10/using-tesseract-ocr-python/,Using Tesseract OCR with Python
-557,https://pyimagesearch.com/2021/07/19/pytorch-training-your-first-convolutional-neural-network-cnn/,PyTorch: Training your first Convolutional Neural Network (CNN)
-558,https://pyimagesearch.com/2021/01/20/opencv-load-image-cv2-imread/,OpenCV Load Image (cv2.imread)
-559,https://pyimagesearch.com/2018/06/18/face-recognition-with-opencv-python-and-deep-learning/,"Face recognition with OpenCV, Python, and deep learning"
-560,https://pyimagesearch.com/2018/12/17/image-stitching-with-opencv-and-python/,Image Stitching with OpenCV and Python
-561,https://pyimagesearch.com/2021/01/20/opencv-resize-image-cv2-resize/,OpenCV Resize Image ( cv2.resize )
-562,https://pyimagesearch.com/2021/04/28/opencv-thresholding-cv2-threshold/,OpenCV Thresholding ( cv2.threshold )
-563,https://pyimagesearch.com/2019/07/08/keras-imagedatagenerator-and-data-augmentation/,Keras ImageDataGenerator and Data Augmentation
-564,https://pyimagesearch.com/2020/09/21/opencv-automatic-license-number-plate-recognition-anpr-with-python/,OpenCV: Automatic License/Number Plate Recognition (ANPR) with Python
-565,https://pyimagesearch.com/2018/12/31/keras-conv2d-and-convolutional-layers/,Keras Conv2D and Convolutional Layers
-566,https://pyimagesearch.com/2021/04/28/opencv-color-spaces-cv2-cvtcolor/,OpenCV Color Spaces ( cv2.cvtColor )
-567,https://pyimagesearch.com/2019/10/28/3-ways-to-create-a-keras-model-with-tensorflow-2-0-sequential-functional-and-model-subclassing/,"3 ways to create a Keras model with TensorFlow 2.0 (Sequential, Functional, and Model Subclassing)"
-568,https://pyimagesearch.com/2021/05/14/convolutional-neural-networks-cnns-and-layer-types/,Convolutional Neural Networks (CNNs) and Layer Types
-569,https://pyimagesearch.com/2018/11/12/yolo-object-detection-with-opencv/,YOLO object detection with OpenCV
-570,https://pyimagesearch.com/2018/12/24/how-to-use-keras-fit-and-fit_generator-a-hands-on-tutorial/,How to use Keras fit and fit_generator (a hands-on tutorial)
-571,https://pyimagesearch.com/2021/08/23/your-first-ocr-project-with-tesseract-and-python/,Your First OCR Project with Tesseract and Python
-572,https://pyimagesearch.com/2018/07/30/opencv-object-tracking/,OpenCV Object Tracking
-573,https://pyimagesearch.com/2018/09/24/opencv-face-recognition/,OpenCV Face Recognition
-574,https://pyimagesearch.com/2021/05/12/opencv-edge-detection-cv2-canny/,OpenCV Edge Detection ( cv2.Canny )
-575,https://pyimagesearch.com/2021/06/14/a-gentle-introduction-to-tf-data-with-tensorflow/,A gentle introduction to tf.data with TensorFlow
-576,https://pyimagesearch.com/2018/03/12/python-argparse-command-line-arguments/,"Python, argparse, and command line arguments"
-577,https://pyimagesearch.com/2020/09/14/getting-started-with-easyocr-for-optical-character-recognition/,Getting started with EasyOCR for Optical Character Recognition
-578,https://pyimagesearch.com/2021/08/16/installing-tesseract-pytesseract-and-python-ocr-packages-on-your-system/,"Installing Tesseract, PyTesseract, and Python OCR packages on your system"
-579,https://pyimagesearch.com/2021/03/01/adversarial-attacks-with-fgsm-fast-gradient-sign-method/,Adversarial attacks with FGSM (Fast Gradient Sign Method)
-580,https://pyimagesearch.com/2021/04/28/opencv-smoothing-and-blurring/,OpenCV Smoothing and Blurring
-581,https://pyimagesearch.com/2020/08/24/ocr-handwriting-recognition-with-opencv-keras-and-tensorflow/,"OCR: Handwriting recognition with OpenCV, Keras, and TensorFlow"
-582,https://pyimagesearch.com/2021/06/30/how-to-use-the-modelcheckpoint-callback-with-keras-and-tensorflow/,How to use the ModelCheckpoint callback with Keras and TensorFlow
-583,https://pyimagesearch.com/2020/11/30/siamese-networks-with-keras-tensorflow-and-deep-learning/,"Siamese networks with Keras, TensorFlow, and Deep Learning"
-584,https://pyimagesearch.com/2021/10/04/image-data-loaders-in-pytorch/,Image Data Loaders in PyTorch
-585,https://pyimagesearch.com/2018/08/20/opencv-text-detection-east-text-detector/,OpenCV Text Detection (EAST text detector)
-586,https://pyimagesearch.com/2015/05/25/basic-motion-detection-and-tracking-with-python-and-opencv/,Basic motion detection and tracking with Python and OpenCV
-587,https://pyimagesearch.com/2022/06/20/training-the-yolov5-object-detector-on-a-custom-dataset/,Training the YOLOv5 Object Detector on a Custom Dataset
-588,https://pyimagesearch.com/2018/04/23/running-keras-models-on-ios-with-coreml/,Running Keras models on iOS with CoreML
-589,https://pyimagesearch.com/2020/10/05/object-detection-bounding-box-regression-with-keras-tensorflow-and-deep-learning/,"Object detection: Bounding box regression with Keras, TensorFlow, and Deep Learning"
-590,https://pyimagesearch.com/2021/01/20/opencv-rotate-image/,OpenCV Rotate Image
-591,https://pyimagesearch.com/2016/10/03/bubble-sheet-multiple-choice-scanner-and-test-grader-using-omr-python-and-opencv/,"Bubble sheet multiple choice scanner and test grader using OMR, Python, and OpenCV"
-592,https://pyimagesearch.com/2018/07/19/opencv-tutorial-a-guide-to-learn-opencv/,OpenCV Tutorial: A Guide to Learn OpenCV
-593,https://pyimagesearch.com/2021/06/07/easy-hyperparameter-tuning-with-keras-tuner-and-tensorflow/,Easy Hyperparameter Tuning with Keras Tuner and TensorFlow
-594,https://pyimagesearch.com/2019/01/14/machine-learning-in-python/,Machine Learning in Python
-595,https://pyimagesearch.com/2021/05/12/adaptive-thresholding-with-opencv-cv2-adaptivethreshold/,Adaptive Thresholding with OpenCV ( cv2.adaptiveThreshold )
-596,https://pyimagesearch.com/2019/03/11/liveness-detection-with-opencv/,Liveness Detection with OpenCV
-597,https://pyimagesearch.com/2015/02/02/just-open-sourced-personal-imutils-package-series-opencv-convenience-functions/,My imutils package: A series of OpenCV convenience functions
-598,https://pyimagesearch.com/2018/09/19/pip-install-opencv/,pip install OpenCV
-599,https://pyimagesearch.com/2021/06/28/data-augmentation-with-tf-data-and-tensorflow/,Data augmentation with tf.data and TensorFlow
-600,https://pyimagesearch.com/2022/08/29/neural-machine-translation-with-luongs-attention-using-tensorflow-and-keras/,Neural Machine Translation with Luong's Attention Using TensorFlow and Keras
-601,https://pyimagesearch.com/2023/06/19/fundamentals-of-recommendation-systems/,Fundamentals of Recommendation Systems
-602,https://pyimagesearch.com/2023/05/22/detr-breakdown-part-1-introduction-to-detection-transformers/,DETR Breakdown Part 1: Introduction to DEtection TRansformers
-603,https://pyimagesearch.com/2022/12/05/automatic-differentiation-part-1-understanding-the-math/,Automatic Differentiation Part 1: Understanding the Math
-604,https://pyimagesearch.com/2022/04/04/introduction-to-the-yolo-family/,Introduction to the YOLO Family
-605,https://pyimagesearch.com/2022/04/11/understanding-a-real-time-object-detection-network-you-only-look-once-yolov1/,Understanding a Real-Time Object Detection Network: You Only Look Once (YOLOv1)
-606,https://pyimagesearch.com/2022/04/18/a-better-faster-and-stronger-object-detector-yolov2/,"A Better, Faster, and Stronger Object Detector (YOLOv2)"
-607,https://pyimagesearch.com/2022/05/04/planning-next-steps-when-things-dont-work-out/,Planning Next Steps When Things Don't Work Out
-608,https://pyimagesearch.com/2022/05/09/an-incremental-improvement-with-darknet-53-and-multi-scale-predictions-yolov3/,An Incremental Improvement with Darknet-53 and Multi-Scale Predictions (YOLOv3)
-609,https://pyimagesearch.com/2022/05/16/achieving-optimal-speed-and-accuracy-in-object-detection-yolov4/,Achieving Optimal Speed and Accuracy in Object Detection (YOLOv4)
-610,https://pyimagesearch.com/2022/06/01/ensuring-your-research-stays-visible-and-general-tips/,Ensuring Your Research Stays Visible and General Tips
-611,https://pyimagesearch.com/2023/06/12/detr-breakdown-part-2-methodologies-and-algorithms/,DETR Breakdown Part 2: Methodologies and Algorithms
-612,https://pyimagesearch.com/2023/06/26/detr-breakdown-part-3-architecture-and-details/,DETR Breakdown Part 3: Architecture and Details
-613,https://pyimagesearch.com/2018/08/13/opencv-people-counter/,OpenCV People Counter
-614,https://pyimagesearch.com/2023/01/09/face-recognition-with-siamese-networks-keras-and-tensorflow/,"Face Recognition with Siamese Networks, Keras, and TensorFlow"
-615,https://pyimagesearch.com/2023/03/20/training-and-making-predictions-with-siamese-networks-and-triplet-loss/,Training and Making Predictions with Siamese Networks and Triplet Loss
-616,https://pyimagesearch.com/2023/03/06/triplet-loss-with-keras-and-tensorflow/,Triplet Loss with Keras and TensorFlow
-617,https://pyimagesearch.com/2023/02/13/building-a-dataset-for-triplet-loss-with-keras-and-tensorflow/,Building a Dataset for Triplet Loss with Keras and TensorFlow
-618,https://pyimagesearch.com/2023/07/03/netflix-movies-and-series-recommendation-systems/,Netflix Movies and Series Recommendation Systems
-619,https://pyimagesearch.com/2023/07/10/introduction-to-autoencoders/,Introduction to Autoencoders
-620,https://pyimagesearch.com/2023/05/08/introduction-to-causality-in-machine-learning/,Introduction to Causality in Machine Learning
-621,https://pyimagesearch.com/2023/07/31/best-machine-learning-datasets/,Best Machine Learning Datasets
-622,https://pyimagesearch.com/2023/08/07/linkedin-jobs-recommendation-systems/,LinkedIn Jobs Recommendation Systems
-623,https://pyimagesearch.com/2023/06/05/cyclegan-unpaired-image-to-image-translation-part-3/,CycleGAN: Unpaired Image-to-Image Translation (Part 3)
-624,https://pyimagesearch.com/2023/07/17/implementing-a-convolutional-autoencoder-with-pytorch/,Implementing a Convolutional Autoencoder with PyTorch
-625,https://pyimagesearch.com/2023/08/14/amazon-product-recommendation-systems/,Amazon Product Recommendation Systems
-626,https://pyimagesearch.com/2023/08/21/people-counter-on-oak/,People Counter on OAK
-627,https://pyimagesearch.com/2023/08/28/augmix-with-kerascv-breakdown-part-1-introduction-to-augmix/,AugMix with KerasCV Breakdown (Part 1): Introduction to AugMix
-628,https://pyimagesearch.com/2023/09/04/getting-started-with-docker-for-machine-learning/,Getting Started with Docker for Machine Learning
-629,https://pyimagesearch.com/2023/09/11/sam-from-meta-ai-part-1-segmentation-with-prompts/,SAM from Meta AI (Part 1): Segmentation with Prompts
-630,https://pyimagesearch.com/2023/07/24/what-is-keras-core/,What Is Keras Core?
-631,https://pyimagesearch.com/2023/09/18/sam-from-meta-ai-part-2-integration-with-clip-for-downstream-tasks/,SAM from Meta AI (Part 2): Integration with CLIP for Downstream Tasks
-632,https://pyimagesearch.com/2023/10/09/getting-used-to-docker-for-machine-learning/,Getting Used to Docker for Machine Learning
-633,https://pyimagesearch.com/2023/09/25/youtube-video-recommendation-systems/,YouTube Video Recommendation Systems
-634,https://pyimagesearch.com/2023/10/02/a-deep-dive-into-variational-autoencoders-with-pytorch/,A Deep Dive into Variational Autoencoders with PyTorch
-635,https://pyimagesearch.com/2023/10/16/setting-up-a-gpu-development-environment-using-docker/,Setting Up a GPU Development Environment Using Docker
-636,https://pyimagesearch.com/2023/10/23/generating-faces-using-variational-autoencoders-with-pytorch/,Generating Faces Using Variational Autoencoders with PyTorch
-637,https://pyimagesearch.com/2023/10/30/spotify-music-recommendation-systems/,Spotify Music Recommendation Systems
-638,https://pyimagesearch.com/2022/09/05/a-deep-dive-into-transformers-with-tensorflow-and-keras-part-1/,A Deep Dive into Transformers with TensorFlow and Keras: Part 1
-639,https://pyimagesearch.com/2022/08/22/neural-machine-translation-with-bahdanaus-attention-using-tensorflow-and-keras/,Neural Machine Translation with Bahdanau's Attention Using TensorFlow and Keras
-640,https://pyimagesearch.com/2022/07/04/introduction-to-the-bag-of-words-bow-model/,Introduction to the Bag-of-Words (BoW) Model
+url,title
+https://pyimagesearch.com/2017/09/25/configuring-ubuntu-for-deep-learning-with-python/,Configuring Ubuntu for deep learning with Python
+https://pyimagesearch.com/2017/09/23/getting-started-deep-learning-computer-vision-python/,Getting started with Deep Learning for Computer Vision with Python
+https://pyimagesearch.com/2016/11/21/raspbian-opencv-pre-configured-and-pre-installed/,Raspbian + OpenCV pre-configured and pre-installed.
+https://pyimagesearch.com/2015/02/04/train-custom-image-classifiers-object-detectors-object-trackers/,"Train your own custom image classifiers, object detectors, and object trackers."
+https://pyimagesearch.com/2014/06/26/announcing-case-studies-solving-real-world-problems-computer-vision/,"Announcing ""Case Studies: Solving real world problems with computer vision"""
+https://pyimagesearch.com/2021/02/01/opencv-histogram-equalization-and-adaptive-histogram-equalization-clahe/,OpenCV Histogram Equalization and Adaptive Histogram Equalization (CLAHE)
+https://pyimagesearch.com/2021/02/03/opencv-image-translation/,OpenCV Image Translation
+https://pyimagesearch.com/2021/02/22/opencv-connected-component-labeling-and-analysis/,OpenCV Connected Component Labeling and Analysis
+https://pyimagesearch.com/2021/03/08/defending-against-adversarial-image-attacks-with-keras-and-tensorflow/,Defending against adversarial image attacks with Keras and TensorFlow
+https://pyimagesearch.com/2021/03/15/mixing-normal-images-and-adversarial-images-when-training-cnns/,Mixing normal images and adversarial images when training CNNs
+https://pyimagesearch.com/2021/03/22/opencv-template-matching-cv2-matchtemplate/,OpenCV Template Matching ( cv2.matchTemplate )
+https://pyimagesearch.com/2021/04/05/opencv-face-detection-with-haar-cascades/,OpenCV Face detection with Haar cascades
+https://pyimagesearch.com/2021/04/12/opencv-haar-cascades/,OpenCV Haar Cascades
+https://pyimagesearch.com/2020/12/07/comparing-images-for-similarity-using-siamese-networks-keras-and-tensorflow/,"Comparing images for similarity using siamese networks, Keras, and TensorFlow"
+https://pyimagesearch.com/2020/12/21/detecting-aruco-markers-with-opencv-and-python/,Detecting ArUco markers with OpenCV and Python
+https://pyimagesearch.com/2020/12/28/determining-aruco-marker-type-with-opencv-and-python/,Determining ArUco marker type with OpenCV and Python
+https://pyimagesearch.com/2021/01/04/opencv-augmented-reality-ar/,OpenCV Augmented Reality (AR)
+https://pyimagesearch.com/2021/01/11/opencv-video-augmented-reality/,OpenCV Video Augmented Reality
+https://pyimagesearch.com/2021/01/18/contrastive-loss-for-siamese-networks-with-keras-and-tensorflow/,Contrastive Loss for Siamese Networks with Keras and TensorFlow
+https://pyimagesearch.com/2021/01/19/crop-image-with-opencv/,Crop Image with OpenCV
+https://pyimagesearch.com/2021/01/19/image-arithmetic-opencv/,Image Arithmetic OpenCV
+https://pyimagesearch.com/2021/01/19/opencv-bitwise-and-or-xor-and-not/,"OpenCV Bitwise AND, OR, XOR, and NOT"
+https://pyimagesearch.com/2021/01/20/opencv-getting-and-setting-pixels/,OpenCV Getting and Setting Pixels
+https://pyimagesearch.com/2021/01/20/opencv-flip-image-cv2-flip/,OpenCV Flip Image ( cv2.flip )
+https://pyimagesearch.com/2021/01/23/splitting-and-merging-channels-with-opencv/,Splitting and Merging Channels with OpenCV
+https://pyimagesearch.com/2021/01/25/detecting-low-contrast-images-with-opencv-scikit-image-and-python/,"Detecting low contrast images with OpenCV, scikit-image, and Python"
+https://pyimagesearch.com/2021/01/27/drawing-with-opencv/,Drawing with OpenCV
+https://pyimagesearch.com/2020/08/17/ocr-with-keras-tensorflow-and-deep-learning/,"OCR with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2020/09/28/image-segmentation-with-mask-r-cnn-grabcut-and-opencv/,"Image Segmentation with Mask R-CNN, GrabCut, and OpenCV"
+https://pyimagesearch.com/2020/10/19/adversarial-images-and-attacks-with-keras-and-tensorflow/,Adversarial images and attacks with Keras and TensorFlow
+https://pyimagesearch.com/2020/10/26/targeted-adversarial-attacks-with-keras-and-tensorflow/,Targeted adversarial attacks with Keras and TensorFlow
+https://pyimagesearch.com/2020/11/02/apriltag-with-python/,AprilTag with Python
+https://pyimagesearch.com/2020/11/09/opencv-super-resolution-with-deep-learning/,OpenCV Super Resolution with Deep Learning
+https://pyimagesearch.com/2020/11/16/gans-with-keras-and-tensorflow/,GANs with Keras and TensorFlow
+https://pyimagesearch.com/2020/11/23/building-image-pairs-for-siamese-networks-with-python/,Building image pairs for siamese networks with Python
+https://pyimagesearch.com/2020/04/20/detect-and-remove-duplicate-images-from-a-dataset-for-deep-learning/,Detect and remove duplicate images from a dataset for deep learning
+https://pyimagesearch.com/2020/04/27/fine-tuning-resnet-with-keras-tensorflow-and-deep-learning/,"Fine-tuning ResNet with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2020/06/01/opencv-social-distancing-detector/,OpenCV Social Distancing Detector
+https://pyimagesearch.com/2020/06/22/turning-any-cnn-image-classifier-into-an-object-detector-with-keras-tensorflow-and-opencv/,"Turning any CNN image classifier into an object detector with Keras, TensorFlow, and OpenCV"
+https://pyimagesearch.com/2020/06/29/opencv-selective-search-for-object-detection/,OpenCV Selective Search for Object Detection
+https://pyimagesearch.com/2020/07/06/region-proposal-object-detection-with-opencv-keras-and-tensorflow/,"Region proposal object detection with OpenCV, Keras, and TensorFlow"
+https://pyimagesearch.com/2020/07/13/r-cnn-object-detection-with-keras-tensorflow-and-deep-learning/,"R-CNN object detection with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2019/12/30/label-smoothing-with-keras-tensorflow-and-deep-learning/,"Label smoothing with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2020/01/06/raspberry-pi-and-movidius-ncs-face-recognition/,Raspberry Pi and Movidius NCS Face Recognition
+https://pyimagesearch.com/2020/01/13/optimizing-dlib-shape-predictor-accuracy-with-find_min_global/,Optimizing dlib shape predictor accuracy with find_min_global
+https://pyimagesearch.com/2020/01/20/intro-to-anomaly-detection-with-opencv-computer-vision-and-scikit-learn/,"Intro to anomaly detection with OpenCV, Computer Vision, and scikit-learn"
+https://pyimagesearch.com/2020/01/27/yolo-and-tiny-yolo-object-detection-on-the-raspberry-pi-and-movidius-ncs/,YOLO and Tiny-YOLO object detection on the Raspberry Pi and Movidius NCS
+https://pyimagesearch.com/2020/02/10/opencv-dnn-with-nvidia-gpus-1549-faster-yolo-ssd-and-mask-r-cnn/,"OpenCV 'dnn' with NVIDIA GPUs: 1549% faster YOLO, SSD, and Mask R-CNN"
+https://pyimagesearch.com/2020/02/17/autoencoders-with-keras-tensorflow-and-deep-learning/,"Autoencoders with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2020/02/24/denoising-autoencoders-with-keras-tensorflow-and-deep-learning/,"Denoising autoencoders with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2020/03/02/anomaly-detection-with-keras-tensorflow-and-deep-learning/,"Anomaly detection with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2020/03/09/grad-cam-visualize-class-activation-maps-with-keras-tensorflow-and-deep-learning/,"Grad-CAM: Visualize class activation maps with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2020/03/16/detecting-covid-19-in-x-ray-images-with-keras-tensorflow-and-deep-learning/,"Detecting COVID-19 in X-ray images with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2020/03/23/using-tensorflow-and-gradienttape-to-train-a-keras-model/,Using TensorFlow and GradientTape to train a Keras model
+https://pyimagesearch.com/2020/03/30/autoencoders-for-content-based-image-retrieval-with-keras-and-tensorflow/,Autoencoders for Content-based Image Retrieval with Keras and TensorFlow
+https://pyimagesearch.com/2020/04/06/blur-and-anonymize-faces-with-opencv-and-python/,Blur and anonymize faces with OpenCV and Python
+https://pyimagesearch.com/2019/08/26/building-an-image-hashing-search-engine-with-vp-trees-and-opencv/,Building an Image Hashing Search Engine with VP-Trees and OpenCV
+https://pyimagesearch.com/2019/09/23/keras-starting-stopping-and-resuming-training/,"Keras: Starting, stopping, and resuming training"
+https://pyimagesearch.com/2019/09/30/rectified-adam-radam-optimizer-with-keras/,Rectified Adam (RAdam) optimizer with Keras
+https://pyimagesearch.com/2019/10/07/is-rectified-adam-actually-better-than-adam/,Is Rectified Adam actually *better* than Adam?
+https://pyimagesearch.com/2019/10/21/keras-vs-tf-keras-whats-the-difference-in-tensorflow-2-0/,Keras vs. tf.keras: What's the difference in TensorFlow 2.0?
+https://pyimagesearch.com/2019/11/11/detecting-natural-disasters-with-keras-and-deep-learning/,Detecting Natural Disasters with Keras and Deep Learning
+https://pyimagesearch.com/2019/11/18/fire-and-smoke-detection-with-keras-and-deep-learning/,Fire and smoke detection with Keras and Deep Learning
+https://pyimagesearch.com/2019/12/09/how-to-install-tensorflow-2-0-on-ubuntu/,How to install TensorFlow 2.0 on Ubuntu
+https://pyimagesearch.com/2019/12/16/training-a-custom-dlib-shape-predictor/,Training a custom dlib shape predictor
+https://pyimagesearch.com/2019/12/23/tuning-dlib-shape-predictor-hyperparameters-to-balance-speed-accuracy-and-model-size/,"Tuning dlib shape predictor hyperparameters to balance speed, accuracy, and model size"
+https://pyimagesearch.com/2019/04/15/live-video-streaming-over-network-with-opencv-and-imagezmq/,Live video streaming over network with OpenCV and ImageZMQ
+https://pyimagesearch.com/2019/04/22/getting-started-with-google-corals-tpu-usb-accelerator/,Getting started with Google Coral's TPU USB Accelerator
+https://pyimagesearch.com/2019/05/06/getting-started-with-the-nvidia-jetson-nano/,Getting started with the NVIDIA Jetson Nano
+https://pyimagesearch.com/2019/05/13/object-detection-and-image-classification-with-google-coral-usb-accelerator/,Object detection and image classification with Google Coral USB Accelerator
+https://pyimagesearch.com/2019/05/20/transfer-learning-with-keras-and-deep-learning/,Transfer Learning with Keras and Deep Learning
+https://pyimagesearch.com/2019/06/03/fine-tuning-with-keras-and-deep-learning/,Fine-tuning with Keras and Deep Learning
+https://pyimagesearch.com/2019/06/24/change-input-shape-dimensions-for-fine-tuning-with-keras/,Change input shape dimensions for fine-tuning with Keras
+https://pyimagesearch.com/2019/07/01/remote-development-on-the-raspberry-pi-or-amazon-ec2/,Remote development on the Raspberry Pi (or Amazon EC2)
+https://pyimagesearch.com/2019/07/15/video-classification-with-keras-and-deep-learning/,Video classification with Keras and Deep Learning
+https://pyimagesearch.com/2019/07/29/cyclical-learning-rates-with-keras-and-deep-learning/,Cyclical Learning Rates with Keras and Deep Learning
+https://pyimagesearch.com/2019/08/05/keras-learning-rate-finder/,Keras Learning Rate Finder
+https://pyimagesearch.com/2019/01/07/auto-keras-and-automl-a-getting-started-guide/,Auto-Keras and AutoML: A Getting Started Guide
+https://pyimagesearch.com/2019/01/21/regression-with-keras/,Regression with Keras
+https://pyimagesearch.com/2019/01/28/keras-regression-and-cnns/,"Keras, Regression, and CNNs"
+https://pyimagesearch.com/2019/01/30/ubuntu-18-04-install-tensorflow-and-keras-for-deep-learning/,Ubuntu 18.04: Install TensorFlow and Keras for Deep Learning
+https://pyimagesearch.com/2019/01/30/macos-mojave-install-tensorflow-and-keras-for-deep-learning/,macOS Mojave: Install TensorFlow and Keras for Deep Learning
+https://pyimagesearch.com/2019/02/25/black-and-white-image-colorization-with-opencv-and-deep-learning/,Black and white image colorization with OpenCV and Deep Learning
+https://pyimagesearch.com/2019/03/04/holistically-nested-edge-detection-with-opencv-and-deep-learning/,Holistically-Nested Edge Detection with OpenCV and Deep Learning
+https://pyimagesearch.com/2019/03/25/building-a-raspberry-pi-security-camera-with-opencv/,Building a Raspberry Pi security camera with OpenCV
+https://pyimagesearch.com/2019/04/01/pan-tilt-face-tracking-with-a-raspberry-pi-and-opencv/,Pan/tilt face tracking with a Raspberry Pi and OpenCV
+https://pyimagesearch.com/2019/04/08/openvino-opencv-and-movidius-ncs-on-the-raspberry-pi/,"OpenVINO, OpenCV, and Movidius NCS on the Raspberry Pi"
+https://pyimagesearch.com/2018/09/03/semantic-segmentation-with-opencv-and-deep-learning/,Semantic segmentation with OpenCV and deep learning
+https://pyimagesearch.com/2018/09/10/keras-tutorial-how-to-get-started-with-keras-deep-learning-and-python/,"Keras Tutorial: How to get started with Keras, Deep Learning, and Python"
+https://pyimagesearch.com/2018/09/26/install-opencv-4-on-your-raspberry-pi/,Install OpenCV 4 on your Raspberry Pi
+https://pyimagesearch.com/2018/10/08/keras-vs-tensorflow-which-one-is-better-and-which-one-should-i-learn/,Keras vs. TensorFlow - Which one is better and which one should I learn?
+https://pyimagesearch.com/2018/10/15/deep-learning-hydroponics-and-medical-marijuana/,"Deep learning, hydroponics, and medical marijuana"
+https://pyimagesearch.com/2018/10/22/object-tracking-with-dlib/,Object tracking with dlib
+https://pyimagesearch.com/2018/10/29/multi-object-tracking-with-dlib/,Multi-object tracking with dlib
+https://pyimagesearch.com/2018/11/19/mask-r-cnn-with-opencv/,Mask R-CNN with OpenCV
+https://pyimagesearch.com/2018/12/10/keras-save-and-load-your-deep-learning-models/,Keras - Save and Load Your Deep Learning Models
+https://pyimagesearch.com/2018/05/14/a-gentle-guide-to-deep-learning-object-detection/,A gentle guide to deep learning object detection
+https://pyimagesearch.com/2018/05/21/an-opencv-barcode-and-qr-code-scanner-with-zbar/,An OpenCV barcode and QR code scanner with ZBar
+https://pyimagesearch.com/2018/05/28/ubuntu-18-04-how-to-install-opencv/,Ubuntu 18.04: How to install OpenCV
+https://pyimagesearch.com/2018/06/04/keras-multiple-outputs-and-multiple-losses/,Keras: Multiple outputs and multiple losses
+https://pyimagesearch.com/2018/06/11/how-to-build-a-custom-face-recognition-dataset/,How to build a custom face recognition dataset
+https://pyimagesearch.com/2018/07/16/opencv-saliency-detection/,OpenCV Saliency Detection
+https://pyimagesearch.com/2018/08/06/tracking-multiple-objects-with-opencv/,Tracking multiple objects with OpenCV
+https://pyimagesearch.com/2018/08/15/how-to-install-opencv-4-on-ubuntu/,How to install OpenCV 4 on Ubuntu
+https://pyimagesearch.com/2018/08/17/install-opencv-4-on-macos/,Install OpenCV 4 on macOS
+https://pyimagesearch.com/2018/08/27/neural-style-transfer-with-opencv/,Neural Style Transfer with OpenCV
+https://pyimagesearch.com/2018/01/22/install-dlib-easy-complete-guide/,"Install dlib (the easy, complete guide)"
+https://pyimagesearch.com/2018/01/29/scalable-keras-deep-learning-rest-api/,A scalable Keras + deep learning REST API
+https://pyimagesearch.com/2018/02/05/deep-learning-production-keras-redis-flask-apache/,"Deep learning in production with Keras, Redis, Flask, and Apache"
+https://pyimagesearch.com/2018/02/12/getting-started-with-the-intel-movidius-neural-compute-stick/,Getting started with the Intel Movidius Neural Compute Stick
+https://pyimagesearch.com/2018/02/19/real-time-object-detection-on-the-raspberry-pi-with-the-movidius-ncs/,Real-time object detection on the Raspberry Pi with the Movidius NCS
+https://pyimagesearch.com/2018/03/21/my-review-of-microsofts-deep-learning-virtual-machine/,My review of Microsoft's data science virtual machine (DSVM) for deep learning
+https://pyimagesearch.com/2018/04/02/faster-facial-landmark-detector-with-dlib/,(Faster) Facial landmark detector with dlib
+https://pyimagesearch.com/2018/04/09/how-to-quickly-build-a-deep-learning-image-dataset/,How to (quickly) build a deep learning image dataset
+https://pyimagesearch.com/2018/04/30/a-fun-hands-on-deep-learning-project-for-beginners-students-and-hobbyists/,"A fun, hands-on deep learning project for beginners, students, and hobbyists"
+https://pyimagesearch.com/2018/05/07/multi-label-classification-with-keras/,Multi-label classification with Keras
+https://pyimagesearch.com/2017/09/29/macos-for-deep-learning-with-python-tensorflow-and-keras/,"macOS for deep learning with Python, TensorFlow, and Keras"
+https://pyimagesearch.com/2017/10/02/deep-learning-on-the-raspberry-pi-with-opencv/,Deep learning on the Raspberry Pi with OpenCV
+https://pyimagesearch.com/2017/10/09/optimizing-opencv-on-the-raspberry-pi/,Optimizing OpenCV on the Raspberry Pi
+https://pyimagesearch.com/2017/10/16/raspberry-pi-deep-learning-object-detection-with-opencv/,Raspberry Pi: Deep learning object detection with OpenCV
+https://pyimagesearch.com/2017/10/23/raspberry-pi-facial-landmarks-drowsiness-detection-with-opencv-and-dlib/,Raspberry Pi: Facial landmarks + drowsiness detection with OpenCV and dlib
+https://pyimagesearch.com/2017/11/27/image-hashing-opencv-python/,Image hashing with OpenCV and Python
+https://pyimagesearch.com/2017/12/04/how-to-create-a-deep-learning-dataset-using-google-images/,How to create a deep learning dataset using Google Images
+https://pyimagesearch.com/2017/12/18/keras-deep-learning-raspberry-pi/,Keras and deep learning on the Raspberry Pi
+https://pyimagesearch.com/2017/12/25/plot-accuracy-loss-mxnet/,How to plot accuracy and loss with mxnet
+https://pyimagesearch.com/2018/01/01/taking-screenshots-with-opencv-and-python/,Taking screenshots with OpenCV and Python
+https://pyimagesearch.com/2017/05/08/drowsiness-detection-opencv/,Drowsiness detection with OpenCV
+https://pyimagesearch.com/2017/05/15/resolving-macos-opencv-homebrew-install-errors/,"Resolving macOS, OpenCV, and Homebrew install errors"
+https://pyimagesearch.com/2017/05/22/face-alignment-with-opencv-and-python/,Face Alignment with OpenCV and Python
+https://pyimagesearch.com/2017/06/05/computing-image-colorfulness-with-opencv-and-python/,"Computing image ""colorfulness"" with OpenCV and Python"
+https://pyimagesearch.com/2017/06/12/pyimagesearch-gurus-member-spotlight-saideep-talari/,PyImageSearch Gurus member spotlight: Saideep Talari
+https://pyimagesearch.com/2017/07/03/installing-tesseract-for-ocr/,Installing Tesseract for OCR
+https://pyimagesearch.com/2017/09/04/raspbian-stretch-install-opencv-3-python-on-your-raspberry-pi/,Raspbian Stretch: Install OpenCV 3 + Python on your Raspberry Pi
+https://pyimagesearch.com/2017/01/16/generating-movie-barcodes-with-opencv-and-python/,Generating movie barcodes with OpenCV and Python
+https://pyimagesearch.com/2017/01/23/seam-carving-with-opencv-python-and-scikit-image/,"Seam carving with OpenCV, Python, and scikit-image"
+https://pyimagesearch.com/2017/02/06/faster-video-file-fps-with-cv2-videocapture-and-opencv/,Faster video file FPS with cv2.VideoCapture and OpenCV
+https://pyimagesearch.com/2017/02/20/text-skew-correction-opencv-python/,Text skew correction with OpenCV and Python
+https://pyimagesearch.com/2017/03/27/how-to-install-dlib/,How to install dlib
+https://pyimagesearch.com/2017/04/10/detect-eyes-nose-lips-jaw-dlib-opencv-python/,"Detect eyes, nose, lips, and jaw with dlib, OpenCV, and Python"
+https://pyimagesearch.com/2017/04/17/real-time-facial-landmark-detection-opencv-python-dlib/,"Real-time facial landmark detection with OpenCV, Python, and dlib"
+https://pyimagesearch.com/2017/05/01/install-dlib-raspberry-pi/,Install dlib on the Raspberry Pi
+https://pyimagesearch.com/2016/08/29/common-errors-using-the-raspberry-pi-camera-module/,Common errors using the Raspberry Pi camera module
+https://pyimagesearch.com/2016/09/05/multi-class-svm-loss/,Multi-class SVM Loss
+https://pyimagesearch.com/2016/09/12/softmax-classifiers-explained/,Softmax Classifiers Explained
+https://pyimagesearch.com/2016/10/24/ubuntu-16-04-how-to-install-opencv/,Ubuntu 16.04: How to install OpenCV
+https://pyimagesearch.com/2016/11/28/macos-install-opencv-3-and-python-2-7/,macOS: Install OpenCV 3 and Python 2.7
+https://pyimagesearch.com/2016/12/05/macos-install-opencv-3-and-python-3-5/,macOS: Install OpenCV 3 and Python 3.5
+https://pyimagesearch.com/2016/12/19/install-opencv-3-on-macos-with-homebrew-the-easy-way/,Install OpenCV 3 on macOS with Homebrew (the easy way)
+https://pyimagesearch.com/2016/12/26/opencv-resolving-nonetype-errors/,OpenCV: Resolving NoneType errors
+https://pyimagesearch.com/2017/01/09/count-the-total-number-of-frames-in-a-video-with-opencv-and-python/,Count the total number of frames in a video with OpenCV and Python
+https://pyimagesearch.com/2016/05/16/running-a-python-opencv-script-on-reboot/,Running a Python + OpenCV script on reboot
+https://pyimagesearch.com/2016/05/23/opencv-with-tkinter/,OpenCV with Tkinter
+https://pyimagesearch.com/2016/05/30/displaying-a-video-feed-with-opencv-and-tkinter/,Displaying a video feed with OpenCV and Tkinter
+https://pyimagesearch.com/2016/06/13/considerations-when-setting-up-deep-learning-hardware/,Considerations when setting up deep learning hardware
+https://pyimagesearch.com/2016/07/04/how-to-install-cuda-toolkit-and-cudnn-for-deep-learning/,How to install CUDA Toolkit and cuDNN for deep learning
+https://pyimagesearch.com/2016/07/11/compiling-opencv-with-cuda-support/,Compiling OpenCV with CUDA support
+https://pyimagesearch.com/2016/07/18/installing-keras-for-deep-learning/,Installing Keras for deep learning
+https://pyimagesearch.com/2016/08/08/k-nn-classifier-for-image-classification/,k-NN classifier for image classification
+https://pyimagesearch.com/2016/08/10/imagenet-classification-with-python-and-keras/,ImageNet classification with Python and Keras
+https://pyimagesearch.com/2016/08/15/how-to-tune-hyperparameters-with-python-and-scikit-learn/,How to tune hyperparameters with Python and scikit-learn
+https://pyimagesearch.com/2015/12/07/local-binary-patterns-with-python-opencv/,Local Binary Patterns with Python & OpenCV
+https://pyimagesearch.com/2015/12/14/installing-opencv-on-your-raspberry-pi-zero/,Installing OpenCV on your Raspberry Pi Zero
+https://pyimagesearch.com/2016/01/04/unifying-picamera-and-cv2-videocapture-into-a-single-class-with-opencv/,Unifying picamera and cv2.VideoCapture into a single class with OpenCV
+https://pyimagesearch.com/2016/01/11/opencv-panorama-stitching/,OpenCV panorama stitching
+https://pyimagesearch.com/2016/01/18/multiple-cameras-with-the-raspberry-pi-and-opencv/,Multiple cameras with the Raspberry Pi and OpenCV
+https://pyimagesearch.com/2016/02/01/opencv-center-of-contour/,OpenCV center of contour
+https://pyimagesearch.com/2016/02/15/determining-object-color-with-opencv/,Determining object color with OpenCV
+https://pyimagesearch.com/2016/03/07/transparent-overlays-with-opencv/,Transparent overlays with OpenCV
+https://pyimagesearch.com/2016/03/21/ordering-coordinates-clockwise-with-python-and-opencv/,Ordering coordinates clockwise with Python and OpenCV
+https://pyimagesearch.com/2016/04/04/measuring-distance-between-objects-in-an-image-with-opencv/,Measuring distance between objects in an image with OpenCV
+https://pyimagesearch.com/2016/04/11/finding-extreme-points-in-contours-with-opencv/,Finding extreme points in contours with OpenCV
+https://pyimagesearch.com/2016/04/18/install-guide-raspberry-pi-3-raspbian-jessie-opencv-3/,Install guide: Raspberry Pi 3 + Raspbian Jessie + OpenCV 3
+https://pyimagesearch.com/2015/07/27/installing-opencv-3-0-for-both-python-2-7-and-python-3-on-your-raspberry-pi-2/,Installing OpenCV 3.0 for both Python 2.7 and Python 3+ on your Raspberry Pi 2
+https://pyimagesearch.com/2015/08/03/deep-dream-visualizing-every-layer-of-googlenet/,Deep dream: Visualizing every layer of GoogLeNet
+https://pyimagesearch.com/2015/08/10/checking-your-opencv-version-using-python/,Checking your OpenCV version using Python
+https://pyimagesearch.com/2015/08/17/the-perfect-computer-vision-environment-pycharm-opencv-and-python-virtual-environments/,"The perfect computer vision environment: PyCharm, OpenCV, and Python virtual environments"
+https://pyimagesearch.com/2015/08/24/resolved-matplotlib-figures-not-showing-up-or-displaying/,Resolved: Matplotlib figures not showing up or displaying
+https://pyimagesearch.com/2015/08/31/how-to-find-functions-by-name-in-opencv/,How to find functions by name in OpenCV
+https://pyimagesearch.com/2015/09/07/blur-detection-with-opencv/,Blur detection with OpenCV
+https://pyimagesearch.com/2015/09/14/ball-tracking-with-opencv/,Ball Tracking with OpenCV
+https://pyimagesearch.com/2015/09/21/opencv-track-object-movement/,OpenCV Track Object Movement
+https://pyimagesearch.com/2015/10/19/analyzing-91-years-of-time-magazine-covers-for-visual-trends/,Analyzing 91 years of Time magazine covers for visual trends
+https://pyimagesearch.com/2015/10/26/how-to-install-opencv-3-on-raspbian-jessie/,How to install OpenCV 3 on Raspbian Jessie
+https://pyimagesearch.com/2015/11/16/hog-detectmultiscale-parameters-explained/,HOG detectMultiScale parameters explained
+https://pyimagesearch.com/2015/11/23/opencv-3-adoption-rate/,OpenCV 3 adoption rate
+https://pyimagesearch.com/2015/11/30/detecting-machine-readable-zones-in-passport-images/,Detecting machine-readable zones in passport images
+https://pyimagesearch.com/2015/03/23/sliding-windows-for-object-detection-with-python-and-opencv/,Sliding Windows for Object Detection with Python and OpenCV
+https://pyimagesearch.com/2015/03/30/accessing-the-raspberry-pi-camera-with-opencv-and-python/,Accessing the Raspberry Pi Camera with OpenCV and Python
+https://pyimagesearch.com/2015/04/13/implementing-rootsift-in-python-and-opencv/,Implementing RootSIFT in Python and OpenCV
+https://pyimagesearch.com/2015/04/20/sorting-contours-using-python-and-opencv/,Sorting Contours using Python and OpenCV
+https://pyimagesearch.com/2015/04/27/installing-boost-and-boost-python-on-osx-with-homebrew/,Installing boost and boost-python on OSX with Homebrew
+https://pyimagesearch.com/2015/05/04/target-acquired-finding-targets-in-drone-and-quadcopter-video-streams-using-python-and-opencv/,Target acquired: Finding targets in drone and quadcopter video streams using Python and OpenCV
+https://pyimagesearch.com/2015/05/11/creating-a-face-detection-api-with-python-and-opencv-in-just-5-minutes/,Creating a face detection API with Python and OpenCV (in just 5 minutes)
+https://pyimagesearch.com/2015/06/01/home-surveillance-and-motion-detection-with-the-raspberry-pi-python-and-opencv/,"Home surveillance and motion detection with the Raspberry Pi, Python, OpenCV, and Dropbox"
+https://pyimagesearch.com/2015/06/15/install-opencv-3-0-and-python-2-7-on-osx/,Install OpenCV 3.0 and Python 2.7+ on OSX
+https://pyimagesearch.com/2015/06/29/install-opencv-3-0-and-python-3-4-on-osx/,Install OpenCV 3.0 and Python 3.4+ on OSX
+https://pyimagesearch.com/2015/07/20/install-opencv-3-0-and-python-3-4-on-ubuntu/,Install OpenCV 3.0 and Python 3 on Ubuntu
+https://pyimagesearch.com/2015/02/09/removing-contours-image-using-python-opencv/,Removing contours from an image using Python and OpenCV
+https://pyimagesearch.com/2015/02/16/faster-non-maximum-suppression-python/,(Faster) Non-Maximum Suppression in Python
+https://pyimagesearch.com/2015/02/23/install-opencv-and-python-on-your-raspberry-pi-2-and-b/,Install OpenCV and Python on your Raspberry Pi 2 and B+
+https://pyimagesearch.com/2015/03/02/convert-url-to-image-with-python-and-opencv/,Convert URL to image with Python and OpenCV
+https://pyimagesearch.com/2015/03/09/capturing-mouse-click-events-with-python-and-opencv/,Capturing mouse click events with Python and OpenCV
+https://pyimagesearch.com/2015/03/16/image-pyramids-with-python-and-opencv/,Image Pyramids with Python and OpenCV
+https://pyimagesearch.com/2014/09/01/build-kick-ass-mobile-document-scanner-just-5-minutes/,How to Build a Kick-Ass Mobile Document Scanner in Just 5 Minutes
+https://pyimagesearch.com/2014/09/08/thresholding-simple-image-segmentation-using-opencv/,Thresholding: Simple Image Segmentation using OpenCV
+https://pyimagesearch.com/2014/09/29/finding-brightest-spot-image-using-python-opencv/,Finding the Brightest Spot in an Image using OpenCV
+https://pyimagesearch.com/2014/10/13/deep-learning-amazon-ec2-gpu-python-nolearn/,Deep Learning on Amazon EC2 GPU with Python and nolearn
+https://pyimagesearch.com/2014/10/20/finding-shapes-images-using-python-opencv/,Finding Shapes in Images using Python and OpenCV
+https://pyimagesearch.com/2014/10/27/opencv-shape-descriptor-hu-moments-example/,OpenCV Shape Descriptor: Hu Moments Example
+https://pyimagesearch.com/2014/11/03/display-matplotlib-rgb-image/,How to Display a Matplotlib RGB Image
+https://pyimagesearch.com/2014/11/10/histogram-oriented-gradients-object-detection/,Histogram of Oriented Gradients and Object Detection
+https://pyimagesearch.com/2014/11/17/non-maximum-suppression-object-detection-python/,Non-Maximum Suppression for Object Detection in Python
+https://pyimagesearch.com/2014/12/01/complete-guide-building-image-search-engine-python-opencv/,Building image search an engine using Python and OpenCV
+https://pyimagesearch.com/2014/12/08/adding-web-interface-image-search-engine-flask/,Adding a web interface to our image search engine with Flask
+https://pyimagesearch.com/2014/12/15/real-time-barcode-detection-video-python-opencv/,Real-time barcode detection in video with Python and OpenCV
+https://pyimagesearch.com/2014/12/22/visual-logging-new-favorite-tool-debugging-opencv-python-apps/,"visual-logging, my new favorite tool for debugging OpenCV and Python apps"
+https://pyimagesearch.com/2014/12/29/accessing-individual-superpixel-segmentations-python/,Accessing Individual Superpixel Segmentations with Python
+https://pyimagesearch.com/2014/03/24/building-pokedex-python-scraping-pokemon-sprites-step-2-6/,Python and Requests: A Python Web Scraping Tutorial (Step 2 of 6)
+https://pyimagesearch.com/2014/04/07/building-pokedex-python-indexing-sprites-using-shape-descriptors-step-3-6/,HOW-TO: Indexing an image dataset using Zernike moments and shape descriptors.
+https://pyimagesearch.com/2014/04/21/building-pokedex-python-finding-game-boy-screen-step-4-6/,Python and OpenCV: Finding OpenCV contours with cv2.findContours
+https://pyimagesearch.com/2014/05/05/building-pokedex-python-opencv-perspective-warping-step-5-6/,Python and OpenCV Example: Warp Perspective and Transform
+https://pyimagesearch.com/2014/05/19/building-pokedex-python-comparing-shape-descriptors-opencv/,Comparing Shape Descriptors for Similarity using Python and OpenCV
+https://pyimagesearch.com/2014/05/26/opencv-python-k-means-color-clustering/,How-To: OpenCV and Python K-Means Color Clustering
+https://pyimagesearch.com/2014/06/02/opencv-load-image/,How-To: OpenCV Load an Image
+https://pyimagesearch.com/2014/06/09/get-deep-learning-bandwagon-get-perspective/,Get off the deep learning bandwagon and get some perspective
+https://pyimagesearch.com/2014/06/16/1-pixel-shifts-images-can-kill-rbm-performance/,How 1 pixel shifts in images can kill your RBM performance
+https://pyimagesearch.com/2014/06/23/applying-deep-learning-rbm-mnist-using-python/,Applying deep learning and a RBM to MNIST using Python
+https://pyimagesearch.com/2014/06/30/super-fast-color-transfer-images/,Super fast color transfer between images
+https://pyimagesearch.com/2014/07/07/color-quantization-opencv-using-k-means-clustering/,Color Quantization with OpenCV using K-Means Clustering
+https://pyimagesearch.com/2014/07/14/3-ways-compare-histograms-using-opencv-python/,How-To: 3 Ways to Compare Histograms using OpenCV and Python
+https://pyimagesearch.com/2014/07/21/detecting-circles-images-using-opencv-hough-circles/,Detecting Circles in Images using OpenCV and Hough Circles
+https://pyimagesearch.com/2014/08/11/computer-vision-talks-tutorials-digests-cv-cloud/,"Computer Vision Talks - Tutorials, Digests, and CV in the Cloud"
+https://pyimagesearch.com/2014/08/18/skin-detection-step-step-example-using-python-opencv/,Tutorial: Skin Detection Example using Python and OpenCV
+https://pyimagesearch.com/2014/01/15/the-3-types-of-image-search-engines-search-by-meta-data-search-by-example-and-hybrid/,"The 3 Types of Image Search Engines: Search by Meta-data, Search by Example, and Hybrid"
+https://pyimagesearch.com/2014/01/22/clever-girl-a-guide-to-utilizing-color-histograms-for-computer-vision-and-image-search-engines/,Clever Girl: A Guide to Utilizing Color Histograms for Computer Vision and Image Search Engines
+https://pyimagesearch.com/2014/01/27/hobbits-and-histograms-a-how-to-guide-to-building-your-first-image-search-engine-in-python/,Hobbits and Histograms - A How-To Guide to Building Your First Image Search Engine in Python
+https://pyimagesearch.com/2014/02/03/building-an-image-search-engine-defining-your-image-descriptor-step-1-of-4/,Building an Image Search Engine: Defining Your Image Descriptor (Step 1 of 4)
+https://pyimagesearch.com/2014/02/10/building-an-image-search-engine-indexing-your-dataset-step-2-of-4/,Building an Image Search Engine: Indexing Your Dataset (Step 2 of 4)
+https://pyimagesearch.com/2014/02/17/building-an-image-search-engine-defining-your-similarity-metric-step-3-of-4/,Building an Image Search Engine: Defining Your Similarity Metric (Step 3 of 4)
+https://pyimagesearch.com/2014/02/24/building-image-search-engine-searching-ranking-step-4-4/,Building an Image Search Engine: Searching and Ranking (Step 4 of 4)
+https://pyimagesearch.com/2014/03/10/building-pokedex-python-getting-started-step-1-6/,Building a Pokedex in Python: Getting Started (Step 1 of 6)
+https://pyimagesearch.com/2019/02/18/breast-cancer-classification-with-keras-and-deep-learning/,Breast cancer classification with Keras and Deep Learning
+https://pyimagesearch.com/2021/04/17/your-first-image-classifier-using-k-nn-to-classify-images/,Your First Image Classifier: Using k-NN to Classify Images
+https://pyimagesearch.com/2015/10/05/opencv-gamma-correction/,OpenCV Gamma Correction
+https://pyimagesearch.com/2016/08/22/an-intro-to-linear-classification-with-python/,An Intro to Linear Classification with Python
+https://pyimagesearch.com/2021/06/21/data-pipelines-with-tf-data-and-tensorflow/,Data pipelines with tf.data and TensorFlow
+https://pyimagesearch.com/2016/10/17/stochastic-gradient-descent-sgd-with-python/,Stochastic Gradient Descent (SGD) with Python
+https://pyimagesearch.com/2021/05/31/hyperparameter-tuning-for-deep-learning-with-scikit-learn-keras-and-tensorflow/,"Hyperparameter tuning for Deep Learning with scikit-learn, Keras, and TensorFlow"
+https://pyimagesearch.com/2021/05/24/grid-search-hyperparameter-tuning-with-scikit-learn-gridsearchcv/,Grid search hyperparameter tuning with scikit-learn ( GridSearchCV )
+https://pyimagesearch.com/2021/04/26/face-detection-tips-suggestions-and-best-practices/,"Face detection tips, suggestions, and best practices"
+https://pyimagesearch.com/2021/04/17/image-classification-basics/,Image Classification Basics
+https://pyimagesearch.com/2021/03/03/an-interview-with-anthony-lowhur-recognizing-10000-yugioh-cards-with-computer-vision-and-deep-learning/,"An interview with Anthony Lowhur - Recognizing 10,000 Yugioh Cards with Computer Vision and Deep Learning"
+https://pyimagesearch.com/2021/02/10/using-computer-vision-and-ocr-for-immigration-document-classification-an-interview-with-vince-dimascio/,Using computer vision and OCR for immigration document classification (an interview with Vince DiMascio)
+https://pyimagesearch.com/2021/05/05/gradient-descent-algorithms-and-variations/,Gradient Descent Algorithms and Variations
+https://pyimagesearch.com/2020/08/12/my-ocr-with-opencv-tesseract-and-python-indiegogo-campaign-will-go-live-on-wednesday-august-19th-at-10am-edt/,"My OCR with OpenCV, Tesseract, and Python IndieGoGo campaign will go live on Wednesday, August 19th at 10AM EDT"
+https://pyimagesearch.com/2020/08/14/table-of-contents-ocr-with-opencv-tesseract-and-python/,"Table of Contents - OCR with OpenCV, Tesseract, and Python"
+https://pyimagesearch.com/2020/09/02/an-interview-with-huguens-jean-video-ai-researcher-at-google/,"An interview with Huguens Jean, video AI researcher at Google"
+https://pyimagesearch.com/2020/09/09/an-interview-with-saideep-talari-cto-of-sensehawk-who-just-raised-5-1m-in-funding/,"An interview with Saideep Talari, CTO of SenseHawk (who just raised $5.1M in funding)"
+https://pyimagesearch.com/2020/07/20/an-interview-with-brandon-gilles-creator-of-the-opencv-ai-kit-oak/,"An interview with Brandon Gilles, creator of the OpenCV AI Kit (OAK)"
+https://pyimagesearch.com/2020/06/08/now-hiring-content-writer/,NOW HIRING: Content Writer
+https://pyimagesearch.com/2020/06/08/now-hiring-enrollment-advisor/,NOW HIRING: Enrollment Advisor
+https://pyimagesearch.com/2020/06/08/now-hiring-technical-project-manager/,NOW HIRING: Technical Project Manager
+https://pyimagesearch.com/2020/05/11/an-ethical-application-of-computer-vision-and-deep-learning-identifying-child-soldiers-through-automatic-age-and-military-fatigue-detection/,An Ethical Application of Computer Vision and Deep Learning -- Identifying Child Soldiers Through Automatic Age and Military Fatigue Detection
+https://pyimagesearch.com/2020/04/03/an-interview-with-yi-shern-machine-learning-engineer-at-123rf-rd/,"An interview with Yi Shern, Machine Learning Engineer at 123RF R&D"
+https://pyimagesearch.com/2020/03/17/i-want-to-help-you-the-best-i-can-during-covid-19/,I want to help you the best I can during COVID-19
+https://pyimagesearch.com/2019/08/12/an-interview-with-kapil-varshney-data-scientist-at-esri-rd/,"An interview with Kapil Varshney, Data Scientist at Esri R&D"
+https://pyimagesearch.com/2019/11/22/an-interview-with-paul-lee-doctor-cardiologist-and-deep-learning-researcher/,"An interview with Paul Lee - Doctor, Cardiologist and Deep Learning Researcher"
+https://pyimagesearch.com/2019/04/04/sneak-preview-raspberry-pi-for-computer-vision/,Sneak Preview: Raspberry Pi for Computer Vision
+https://pyimagesearch.com/2019/04/05/table-of-contents-raspberry-pi-for-computer-vision/,Table of Contents - Raspberry Pi for Computer Vision
+https://pyimagesearch.com/2019/04/10/the-raspberry-pi-for-computer-vision-kickstarter-is-now-live/,The Raspberry Pi for Computer Vision Kickstarter is now LIVE!
+https://pyimagesearch.com/2019/04/17/an-interview-with-jeff-bass-creator-of-imagezmq/,"An interview with Jeff Bass, creator of ImageZMQ"
+https://pyimagesearch.com/2019/03/18/im-writing-a-book-on-computer-vision-and-the-raspberry-pi-and-i-need-your-input/,I'm writing a book on Computer Vision and the Raspberry Pi (and I need your input).
+https://pyimagesearch.com/2019/04/03/my-raspberry-pi-for-computer-vision-kickstarter-will-go-live-on-wednesday-april-10th-at-10am-est/,"My Raspberry Pi for Computer Vision Kickstarter will go live on Wednesday, April 10th at 10AM EDT."
+https://pyimagesearch.com/2018/10/01/pyimageconf-2018-recap/,PyImageConf 2018 Recap
+https://pyimagesearch.com/2018/07/11/an-interview-with-adam-geitgey-creator-of-the-face_recognition-python-library/,"An interview with Adam Geitgey, creator of the face_recognition Python library"
+https://pyimagesearch.com/2018/03/26/interview-david-austin-1st-place-25000-kaggles-popular-competition/,"An interview with David Austin: 1st place and $25,000 in Kaggle's most popular image classification competition"
+https://pyimagesearch.com/2018/03/05/7-best-deep-learning-books-reading-right-now/,The 7 best deep learning books you should be reading right now
+https://pyimagesearch.com/2018/01/15/started-computer-vision-deep-learning-conference/,Why I started a computer vision and deep learning conference
+https://pyimagesearch.com/2018/01/08/pyimageconf-2018-practical-hands-computer-vision-deep-learning-conference/,"PyImageConf 2018: The practical, hands-on computer vision and deep learning conference"
+https://pyimagesearch.com/2017/11/20/save-date-pyimageconf-2018/,Save the Date: PyImageConf 2018
+https://pyimagesearch.com/2017/09/22/deep-learning-python-ubuntu-virtual-machine/,Your deep learning + Python Ubuntu virtual machine
+https://pyimagesearch.com/2017/08/07/announcing-pyimagejobs-computer-vision-deep-learning-jobs-board/,Announcing PyImageJobs: A computer vision and deep learning jobs board
+https://pyimagesearch.com/2017/03/13/an-interview-with-davis-king-creator-of-the-dlib-toolkit/,"An interview with Davis King, creator of the dlib toolkit"
+https://pyimagesearch.com/2017/03/06/guide-asking-questions-pyimagesearch-blog/,A guide to asking questions on the PyImageSearch blog
+https://pyimagesearch.com/2017/02/27/how-to-get-better-answers-to-your-computer-vision-questions/,How to get better answers to your computer vision questions
+https://pyimagesearch.com/2017/01/30/a-day-in-the-life-of-a-adrian-rosebrock-computer-vision-researcher-developer-and-entrepreneur/,"A day in the life of a Adrian Rosebrock: computer vision researcher, developer, and entrepreneur."
+https://pyimagesearch.com/2017/01/18/its-time-the-deep-learning-for-computer-vision-with-python-kickstarter-is-live/,It's time. The Deep Learning for Computer Vision with Python Kickstarter is LIVE.
+https://pyimagesearch.com/2017/01/13/table-of-contents-deep-learning-for-computer-vision-with-python/,Table of Contents: Deep Learning for Computer Vision with Python
+https://pyimagesearch.com/2017/01/12/sneak-preview-deep-learning-for-computer-vision-with-python/,Sneak Preview: Deep Learning for Computer Vision with Python
+https://pyimagesearch.com/2017/01/11/my-deep-learning-kickstarter-will-go-live-on-wednesday-january-18th-at-10am-est/,"My Deep Learning Kickstarter will go live on Wednesday, January 18th at 10AM EST"
+https://pyimagesearch.com/2016/07/13/now-hiring-computer-vision-and-opencv-correspondence-coordinator/,NOW HIRING: Computer Vision and OpenCV Correspondence Coordinator
+https://pyimagesearch.com/2016/06/27/my-top-9-favorite-python-deep-learning-libraries/,My Top 9 Favorite Python Deep Learning Libraries
+https://pyimagesearch.com/2016/03/14/pyimagesearch-gurus-member-spotlight-tuomo-hiippala/,PyImageSearch Gurus member spotlight: Tuomo Hiippala
+https://pyimagesearch.com/2015/09/16/2nd-edition-hardcopies-of-practical-python-and-opencv-now-online/,2nd edition + Hardcopies of Practical Python and OpenCV now online!
+https://pyimagesearch.com/2015/07/16/where-did-sift-and-surf-go-in-opencv-3/,Where did SIFT and SURF go in OpenCV 3?
+https://pyimagesearch.com/2015/07/13/generating-art-with-guided-deep-dreaming/,Generating art with guided deep dreaming.
+https://pyimagesearch.com/2015/07/06/bat-country-an-extendible-lightweight-python-package-for-deep-dreaming-with-caffe-and-convolutional-neural-networks/,"bat-country: an extendible, lightweight Python package for deep dreaming with Caffe and Convolutional Neural Networks"
+https://pyimagesearch.com/2015/06/09/i-was-just-interviewed-on-the-talk-python-to-me-podcast/,I was just interviewed on the Talk Python to Me Podcast.
+https://pyimagesearch.com/2015/06/08/opencv-3-0-released-and-the-coming-changes-to-the-pyimagesearch-blog/,OpenCV 3.0 released -- and the coming changes to the PyImageSearch blog.
+https://pyimagesearch.com/2015/05/18/announcing-the-pyimagesearch-web-api/,Announcing the PyImageSearch Web API
+https://pyimagesearch.com/2015/02/15/pyimagesearch-gurus-kickstarter-can-still-claim-spot-line/,The PyImageSearch Kickstarter Gurus is over...but you can still claim your spot in line.
+https://pyimagesearch.com/2015/02/10/learn-identify-wine-bottles-snap-smartphone/,Learn how to identify wine bottles in a snap (of your smartphone).
+https://pyimagesearch.com/2015/02/05/thumbs-hand-gesture-recognition/,Thumbs up: Hand gesture recognition.
+https://pyimagesearch.com/2015/01/14/25-minutes-later-pyimagesearch-gurus-fully-funded/,25 minutes later...PyimageSearch Gurus is FULLY FUNDED!
+https://pyimagesearch.com/2015/01/14/time-pyimagesearch-gurus-kickstarter-officially-live/,It's time. The PyImageSearch Gurus Kickstarter is officially LIVE.
+https://pyimagesearch.com/2015/01/12/pyimagesearch-gurus-finalized-kickstarter-reward-list/,PyImageSearch Gurus: The finalized Kickstarter reward list.
+https://pyimagesearch.com/2015/01/09/pyimagesearch-gurus-big-list-computer-vision-topics-youll-master-inside-course/,PyImageSearch Gurus: The big list of computer vision topics you'll master inside my course.
+https://pyimagesearch.com/2015/01/08/sneak-preview-pyimagesearch-gurus/,Sneak Preview: PyImageSearch Gurus
+https://pyimagesearch.com/2015/01/07/my-kickstarter-will-go-live-wednesday-january-14th-10am/,"My Kickstarter will go live on Wednesday, January 14th at 10am EST"
+https://pyimagesearch.com/2015/01/05/featured-hanselminutes-podcast-computer-vision-impact-daily-lives/,I was featured on the Hanselminutes podcast: Computer vision and the impact it has on our daily lives.
+https://pyimagesearch.com/2014/10/06/experience-cudamat-deep-belief-networks-python/,"My Experience with CUDAMat, Deep Belief Networks, and Python"
+https://pyimagesearch.com/2014/03/03/charizard-explains-describe-quantify-image-using-feature-vectors/,How To Describe and Quantify an Image Using Feature Vectors
+https://pyimagesearch.com/2014/02/19/im-writing-book-practical-python-opencv-introductory-example-driven-guide-image-processing-computer-vision/,"I'm Writing a Book: ""Practical Python and OpenCV: An Introductory, Example Driven Guide to Image Processing and Computer Vision"""
+https://pyimagesearch.com/2014/01/12/my-top-9-favorite-python-libraries-for-building-image-search-engines/,My Top 9 Favorite Python Libraries for Building Image Search Engines
+https://pyimagesearch.com/2021/04/28/opencv-morphological-operations/,OpenCV Morphological Operations
+https://pyimagesearch.com/2021/04/17/the-deep-learning-classification-pipeline/,The Deep Learning Classification Pipeline
+https://pyimagesearch.com/2021/05/06/introduction-to-neural-networks/,Introduction to Neural Networks
+https://pyimagesearch.com/2021/05/06/implementing-the-perceptron-neural-network-with-python/,Implementing the Perceptron Neural Network with Python
+https://pyimagesearch.com/2021/05/06/backpropagation-from-scratch-with-python/,Backpropagation from scratch with Python
+https://pyimagesearch.com/2021/05/06/implementing-feedforward-neural-networks-with-keras-and-tensorflow/,Implementing feedforward neural networks with Keras and TensorFlow
+https://pyimagesearch.com/2021/05/06/the-four-key-ingredients-when-training-any-neural-network/,The four key ingredients when training any neural network
+https://pyimagesearch.com/2021/05/06/understanding-weight-initialization-for-neural-networks/,Understanding weight initialization for neural networks
+https://pyimagesearch.com/2021/08/02/pytorch-object-detection-with-pre-trained-networks/,PyTorch object detection with pre-trained networks
+https://pyimagesearch.com/2021/07/26/pytorch-image-classification-with-pre-trained-networks/,PyTorch image classification with pre-trained networks
+https://pyimagesearch.com/2021/07/12/intro-to-pytorch-training-your-first-neural-network-using-pytorch/,Intro to PyTorch: Training your first neural network using PyTorch
+https://pyimagesearch.com/2021/05/17/introduction-to-hyperparameter-tuning-with-scikit-learn-and-python/,Introduction to hyperparameter tuning with scikit-learn and Python
+https://pyimagesearch.com/2016/07/25/convolutions-with-opencv-and-python/,Convolutions with OpenCV and Python
+https://pyimagesearch.com/2021/07/05/what-is-pytorch/,What is PyTorch?
+https://pyimagesearch.com/2021/05/22/a-gentle-guide-to-training-your-first-cnn-with-keras-and-tensorflow/,A gentle guide to training your first CNN with Keras and TensorFlow
+https://pyimagesearch.com/2021/05/22/save-your-keras-and-tensorflow-model-to-disk/,Save your Keras and TensorFlow model to disk
+https://pyimagesearch.com/2021/05/22/load-a-trained-keras-tensorflow-model-from-disk/,Load a trained Keras/TensorFlow model from disk
+https://pyimagesearch.com/2021/05/22/lenet-recognizing-handwritten-digits/,LeNet: Recognizing Handwritten Digits
+https://pyimagesearch.com/2021/05/22/minivggnet-going-deeper-with-cnns/,MiniVGGNet: Going Deeper with CNNs
+https://pyimagesearch.com/2021/05/22/visualizing-network-architectures-using-keras-and-tensorflow/,Visualizing network architectures using Keras and TensorFlow
+https://pyimagesearch.com/2017/03/20/imagenet-vggnet-resnet-inception-xception-keras/,"ImageNet: VGGNet, ResNet, Inception, and Xception with Keras"
+https://pyimagesearch.com/2018/07/02/an-interview-with-francois-chollet/,An interview with Francois Chollet
+https://pyimagesearch.com/2021/05/14/convolution-and-cross-correlation-in-neural-networks/,Convolution and cross-correlation in neural networks
+https://pyimagesearch.com/2021/05/14/are-cnns-invariant-to-translation-rotation-and-scaling/,"Are CNNs invariant to translation, rotation, and scaling?"
+https://pyimagesearch.com/2021/08/30/detecting-and-ocring-digits-with-tesseract-and-python/,Detecting and OCR'ing Digits with Tesseract and Python
+https://pyimagesearch.com/2020/08/03/tesseract-ocr-for-non-english-languages/,Tesseract OCR for Non-English Languages
+https://pyimagesearch.com/2017/04/03/facial-landmarks-dlib-opencv-python/,"Facial landmarks with dlib, OpenCV, and Python"
+https://pyimagesearch.com/2014/08/25/4-point-opencv-getperspective-transform-example/,4 Point OpenCV getPerspective Transform Example
+https://pyimagesearch.com/2017/06/19/image-difference-with-opencv-and-python/,Image Difference with OpenCV and Python
+https://pyimagesearch.com/2016/02/08/opencv-shape-detection/,OpenCV shape detection
+https://pyimagesearch.com/2019/02/04/keras-multiple-inputs-and-mixed-data/,Keras: Multiple Inputs and Mixed Data
+https://pyimagesearch.com/2014/08/04/opencv-python-color-detection/,OpenCV and Python Color Detection
+https://pyimagesearch.com/2019/09/02/opencv-stream-video-to-web-browser-html-page/,OpenCV - Stream video to web browser/HTML page
+https://pyimagesearch.com/2021/08/09/what-is-optical-character-recognition-ocr/,What is Optical Character Recognition (OCR)?
+https://pyimagesearch.com/2017/07/17/credit-card-ocr-with-opencv-and-python/,Credit card OCR with OpenCV and Python
+https://pyimagesearch.com/2020/08/31/image-alignment-and-registration-with-opencv/,Image alignment and registration with OpenCV
+https://pyimagesearch.com/2020/09/07/ocr-a-document-form-or-invoice-with-tesseract-opencv-and-python/,"OCR a document, form, or invoice with Tesseract, OpenCV, and Python"
+https://pyimagesearch.com/2021/03/29/multi-template-matching-with-opencv/,Multi-template matching with OpenCV
+https://pyimagesearch.com/2021/11/15/tesseract-page-segmentation-modes-psms-explained-how-to-improve-your-ocr-accuracy/,Tesseract Page Segmentation Modes (PSMs) Explained: How to Improve Your OCR Accuracy
+https://pyimagesearch.com/2021/09/06/whitelisting-and-blacklisting-characters-with-tesseract-and-python/,Whitelisting and Blacklisting Characters with Tesseract and Python
+https://pyimagesearch.com/2021/09/20/language-translation-and-ocr-with-tesseract-and-python/,Language Translation and OCR with Tesseract and Python
+https://pyimagesearch.com/2021/09/27/pixel-shuffle-super-resolution-with-tensorflow-keras-and-deep-learning/,"Pixel Shuffle Super Resolution with TensorFlow, Keras, and Deep Learning"
+https://pyimagesearch.com/2021/10/06/opencv-contour-approximation/,OpenCV Contour Approximation
+https://pyimagesearch.com/2021/10/18/introduction-to-distributed-training-in-pytorch/,Introduction to Distributed Training in PyTorch
+https://pyimagesearch.com/2021/10/20/using-machine-learning-to-denoise-images-for-better-ocr-accuracy/,Using Machine Learning to Denoise Images for Better OCR Accuracy
+https://pyimagesearch.com/2021/10/11/pytorch-transfer-learning-and-image-classification/,PyTorch: Transfer Learning and Image Classification
+https://pyimagesearch.com/2021/10/27/automatically-ocring-receipts-and-scans/,Automatically OCR'ing Receipts and Scans
+https://pyimagesearch.com/2021/11/08/u-net-training-image-segmentation-models-in-pytorch/,U-Net: Training Image Segmentation Models in PyTorch
+https://pyimagesearch.com/2020/05/25/tesseract-ocr-text-localization-and-detection/,Tesseract OCR: Text localization and detection
+https://pyimagesearch.com/2021/11/03/ocring-business-cards/,OCR'ing Business Cards
+https://pyimagesearch.com/2021/07/14/smile-detection-with-opencv-keras-and-tensorflow/,"Smile detection with OpenCV, Keras, and TensorFlow"
+https://pyimagesearch.com/2021/11/22/improving-ocr-results-with-basic-image-processing/,Improving OCR Results with Basic Image Processing
+https://pyimagesearch.com/2021/11/23/an-interview-with-adithya-gaurav-singh-finding-love-with-computer-vision-and-face-recognition/,An interview with Adithya Gaurav Singh: Finding love with computer vision and face recognition
+https://pyimagesearch.com/2021/12/01/ocr-passports-with-opencv-and-tesseract/,OCR Passports with OpenCV and Tesseract
+https://pyimagesearch.com/2020/12/14/generating-aruco-markers-with-opencv-and-python/,Generating ArUco markers with OpenCV and Python
+https://pyimagesearch.com/2019/12/02/opencv-vehicle-detection-tracking-and-speed-estimation/,"OpenCV Vehicle Detection, Tracking, and Speed Estimation"
+https://pyimagesearch.com/2021/11/29/using-spellchecking-to-improve-tesseract-ocr-accuracy/,Using spellchecking to improve Tesseract OCR accuracy
+https://pyimagesearch.com/2021/10/25/training-a-dcgan-in-pytorch/,Training a DCGAN in PyTorch
+https://pyimagesearch.com/2021/07/14/breaking-captchas-with-deep-learning-keras-and-tensorflow/,"Breaking captchas with deep learning, Keras, and TensorFlow"
+https://pyimagesearch.com/2021/11/01/training-an-object-detector-from-scratch-in-pytorch/,Training an object detector from scratch in PyTorch
+https://pyimagesearch.com/2021/11/11/get-started-dcgan-for-fashion-mnist/,Get Started: DCGAN for Fashion-MNIST
+https://pyimagesearch.com/2021/12/20/torch-hub-series-1-introduction-to-torch-hub/,Torch Hub Series #1: Introduction to Torch Hub
+https://pyimagesearch.com/2021/12/27/torch-hub-series-2-vgg-and-resnet/,Torch Hub Series #2: VGG and ResNet
+https://pyimagesearch.com/2022/01/03/torch-hub-series-3-yolov5-and-ssd-models-on-object-detection/,Torch Hub Series #3: YOLOv5 and SSD -- Models on Object Detection
+https://pyimagesearch.com/2022/01/17/torch-hub-series-5-midas-model-on-depth-estimation/,Torch Hub Series #5: MiDaS -- Model on Depth Estimation
+https://pyimagesearch.com/2021/05/01/what-is-face-recognition/,What is face recognition?
+https://pyimagesearch.com/2022/01/24/torch-hub-series-6-image-segmentation/,Torch Hub Series #6: Image Segmentation
+https://pyimagesearch.com/2022/01/31/correcting-text-orientation-with-tesseract-and-python/,Correcting Text Orientation with Tesseract and Python
+https://pyimagesearch.com/2019/07/22/keras-learning-rate-schedules-and-decay/,Keras learning rate schedules and decay
+https://pyimagesearch.com/2019/02/11/fashion-mnist-with-keras-and-deep-learning/,Fashion MNIST with Keras and Deep Learning
+https://pyimagesearch.com/2019/11/04/traffic-sign-classification-with-keras-and-deep-learning/,Traffic Sign Classification with Keras and Deep Learning
+https://pyimagesearch.com/2019/10/14/why-is-my-validation-loss-lower-than-my-training-loss/,Why is my validation loss lower than my training loss?
+https://pyimagesearch.com/2020/06/15/opencv-fast-fourier-transform-fft-for-blur-detection-in-images-and-video-streams/,OpenCV Fast Fourier Transform (FFT) for blur detection in images and video streams
+https://pyimagesearch.com/2019/12/09/how-to-install-tensorflow-2-0-on-macos/,How to install TensorFlow 2.0 on macOS
+https://pyimagesearch.com/2020/02/03/how-to-use-opencvs-dnn-module-with-nvidia-gpus-cuda-and-cudnn/,"How to use OpenCV's ""dnn"" module with NVIDIA GPUs, CUDA, and cuDNN"
+https://pyimagesearch.com/2016/09/19/understanding-regularization-for-image-classification-and-machine-learning/,Understanding Regularization for Image Classification and Machine Learning
+https://pyimagesearch.com/2022/02/28/multi-column-table-ocr/,Multi-Column Table OCR
+https://pyimagesearch.com/2021/11/24/computer-graphics-and-deep-learning-with-nerf-using-tensorflow-and-keras-part-3/,Computer Graphics and Deep Learning with NeRF using TensorFlow and Keras: Part 3
+https://pyimagesearch.com/2021/11/10/computer-graphics-and-deep-learning-with-nerf-using-tensorflow-and-keras-part-1/,Computer Graphics and Deep Learning with NeRF using TensorFlow and Keras: Part 1
+https://pyimagesearch.com/2022/01/10/torch-hub-series-4-pgan-model-on-gan/,Torch Hub Series #4: PGAN -- Model on GAN
+https://pyimagesearch.com/2022/02/14/image-super-resolution/,Image Super Resolution
+https://pyimagesearch.com/2018/06/25/raspberry-pi-face-recognition/,Raspberry Pi Face Recognition
+https://pyimagesearch.com/2021/02/08/histogram-matching-with-opencv-scikit-image-and-python/,"Histogram matching with OpenCV, scikit-image, and Python"
+https://pyimagesearch.com/2021/02/15/automatic-color-correction-with-opencv-and-python/,Automatic color correction with OpenCV and Python
+https://pyimagesearch.com/2021/05/12/image-gradients-with-opencv-sobel-and-scharr/,Image Gradients with OpenCV (Sobel and Scharr)
+https://pyimagesearch.com/2017/09/20/pre-configured-amazon-aws-deep-learning-ami-with-python/,Pre-configured Amazon AWS deep learning AMI with Python
+https://pyimagesearch.com/2018/07/09/face-clustering-with-python/,Face clustering with Python
+https://pyimagesearch.com/2019/09/16/install-opencv-4-on-raspberry-pi-4-and-raspbian-buster/,Install OpenCV 4 on Raspberry Pi 4 and Raspbian Buster
+https://pyimagesearch.com/2021/11/17/computer-graphics-and-deep-learning-with-nerf-using-tensorflow-and-keras-part-2/,Computer Graphics and Deep Learning with NeRF using TensorFlow and Keras: Part 2
+https://pyimagesearch.com/2022/06/29/semantic-vs-instance-vs-panoptic-segmentation/,Semantic vs. Instance vs. Panoptic Segmentation
+https://pyimagesearch.com/2022/07/11/word2vec-a-study-of-embeddings-in-nlp/,Word2Vec: A Study of Embeddings in NLP
+https://pyimagesearch.com/2022/06/27/introduction-to-natural-language-processing-nlp/,Introduction to Natural Language Processing (NLP)
+https://pyimagesearch.com/2022/06/22/computer-vision-and-deep-learning-for-government/,Computer Vision and Deep Learning for Government
+https://pyimagesearch.com/2022/06/13/enhanced-super-resolution-generative-adversarial-networks-esrgan/,Enhanced Super-Resolution Generative Adversarial Networks (ESRGAN)
+https://pyimagesearch.com/2022/06/06/super-resolution-generative-adversarial-networks-srgan/,Super-Resolution Generative Adversarial Networks (SRGAN)
+https://pyimagesearch.com/2022/05/30/attending-to-channels-using-keras-and-tensorflow/,Attending to Channels Using Keras and TensorFlow
+https://pyimagesearch.com/2022/05/23/spatial-transformer-networks-using-tensorflow/,Spatial Transformer Networks Using TensorFlow
+https://pyimagesearch.com/2022/05/02/mean-average-precision-map-using-the-coco-evaluator/,Mean Average Precision (mAP) Using the COCO Evaluator
+https://pyimagesearch.com/2022/04/25/installing-opencv-on-windows/,Installing OpenCV on Windows
+https://pyimagesearch.com/2022/04/13/planning-and-writing-a-research-paper/,Planning and Writing a Research Paper
+https://pyimagesearch.com/2022/03/31/text-detection-and-ocr-with-google-cloud-vision-api/,Text Detection and OCR with Google Cloud Vision API
+https://pyimagesearch.com/2022/03/30/ideating-the-solution-and-planning-experiments/,Ideating the Solution and Planning Experiments
+https://pyimagesearch.com/2022/03/28/text-detection-and-ocr-with-microsoft-cognitive-services/,Text Detection and OCR with Microsoft Cognitive Services
+https://pyimagesearch.com/2022/03/21/text-detection-and-ocr-with-amazon-rekognition-api/,Text Detection and OCR with Amazon Rekognition API
+https://pyimagesearch.com/2022/03/16/choosing-the-research-topic-and-reading-its-literature/,Choosing the Research Topic and Reading Its Literature
+https://pyimagesearch.com/2022/03/14/improving-text-detection-speed-with-opencv-and-gpus/,Improving Text Detection Speed with OpenCV and GPUs
+https://pyimagesearch.com/2022/03/07/ocring-video-streams/,OCR'ing Video Streams
+https://pyimagesearch.com/2022/07/18/comparison-between-bagofwords-and-word2vec/,Comparison Between BagofWords and Word2Vec
+https://pyimagesearch.com/2022/07/20/computer-vision-and-deep-learning-for-banking-and-finance/,Computer Vision and Deep Learning for Banking and Finance
+https://pyimagesearch.com/2021/04/28/opencv-image-histograms-cv2-calchist/,OpenCV Image Histograms ( cv2.calcHist )
+https://pyimagesearch.com/2022/08/08/introduction-to-tfrecords/,Introduction to TFRecords
+https://pyimagesearch.com/2022/08/15/neural-machine-translation/,Neural Machine Translation
+https://pyimagesearch.com/2016/10/10/gradient-descent-with-python/,Gradient Descent with Python
+https://pyimagesearch.com/2022/08/10/computer-vision-and-deep-learning-for-agriculture/,Computer Vision and Deep Learning for Agriculture
+https://pyimagesearch.com/2022/08/17/multi-task-learning-and-hydranets-with-pytorch/,Multi-Task Learning and HydraNets with PyTorch
+https://pyimagesearch.com/2022/08/24/computer-vision-and-deep-learning-for-electricity/,Computer Vision and Deep Learning for Electricity
+https://pyimagesearch.com/2022/10/03/computer-vision-and-deep-learning-for-transportation/,Computer Vision and Deep Learning for Transportation
+https://pyimagesearch.com/2022/10/31/thermal-vision-night-object-detection-with-pytorch-and-yolov5-real-project/,Thermal Vision: Night Object Detection with PyTorch and YOLOv5 (real project)
+https://pyimagesearch.com/2022/09/26/a-deep-dive-into-transformers-with-tensorflow-and-keras-part-2/,A Deep Dive into Transformers with TensorFlow and Keras: Part 2
+https://pyimagesearch.com/2022/11/07/a-deep-dive-into-transformers-with-tensorflow-and-keras-part-3/,A Deep Dive into Transformers with TensorFlow and Keras: Part 3
+https://pyimagesearch.com/2022/07/27/image-translation-with-pix2pix/,Image Translation with Pix2Pix
+https://pyimagesearch.com/2022/11/21/scaling-kaggle-competitions-using-xgboost-part-1/,Scaling Kaggle Competitions Using XGBoost: Part 1
+https://pyimagesearch.com/2022/12/12/scaling-kaggle-competitions-using-xgboost-part-2/,Scaling Kaggle Competitions Using XGBoost: Part 2
+https://pyimagesearch.com/2021/12/13/gan-training-challenges-dcgan-for-color-images/,GAN Training Challenges: DCGAN for Color Images
+https://pyimagesearch.com/2022/10/17/thermal-vision-measuring-your-first-temperature-from-an-image-with-python-and-opencv/,Thermal Vision: Measuring Your First Temperature from an Image with Python and OpenCV
+https://pyimagesearch.com/2015/11/02/watershed-opencv/,Watershed OpenCV
+https://pyimagesearch.com/2023/01/02/computer-vision-and-deep-learning-for-healthcare/,Computer Vision and Deep Learning for Healthcare
+https://pyimagesearch.com/2022/12/26/automatic-differentiation-part-2-implementation-using-micrograd/,Automatic Differentiation Part 2: Implementation Using Micrograd
+https://pyimagesearch.com/2014/09/15/python-compare-two-images/,How-To: Python Compare Two Images
+https://pyimagesearch.com/2018/12/03/deep-learning-and-medical-image-analysis-with-keras/,Deep Learning and Medical Image Analysis with Keras
+https://pyimagesearch.com/2018/11/26/instance-segmentation-with-opencv/,Instance segmentation with OpenCV
+https://pyimagesearch.com/2015/06/22/install-opencv-3-0-and-python-2-7-on-ubuntu/,Install OpenCV 3 and Python 2.7+ on Ubuntu - PyimageSearch
+https://pyimagesearch.com/2019/05/27/keras-feature-extraction-on-large-datasets-with-deep-learning/,Keras: Feature extraction on large datasets with Deep Learning
+https://pyimagesearch.com/2015/01/26/multi-scale-template-matching-using-python-opencv/,Multi-scale Template Matching using Python and OpenCV
+https://pyimagesearch.com/2014/09/22/getting-started-deep-learning-python/,Getting Started with Deep Learning and Python
+https://pyimagesearch.com/2014/11/24/detecting-barcodes-images-python-opencv/,Detecting Barcodes in Images with Python and OpenCV
+https://pyimagesearch.com/2015/04/06/zero-parameter-automatic-canny-edge-detection-with-python-and-opencv/,"Zero-parameter, automatic Canny edge detection with Python and OpenCV"
+https://pyimagesearch.com/2016/10/31/detecting-multiple-bright-spots-in-an-image-with-python-and-opencv/,Detecting multiple bright spots in an image with Python and OpenCV
+https://pyimagesearch.com/2016/06/20/detecting-cats-in-images-with-opencv/,Detecting cats in images with OpenCV
+https://pyimagesearch.com/2016/11/14/installing-keras-with-tensorflow-backend/,Installing Keras with TensorFlow backend
+https://pyimagesearch.com/2017/12/11/image-classification-with-keras-and-deep-learning/,Image classification with Keras and deep learning
+https://pyimagesearch.com/2020/03/25/how-to-configure-your-nvidia-jetson-nano-for-computer-vision-and-deep-learning/,How to configure your NVIDIA Jetson Nano for Computer Vision and Deep Learning
+https://pyimagesearch.com/2017/08/28/fast-optimized-for-pixel-loops-with-opencv-and-python/,"Fast, optimized 'for' pixel loops with OpenCV and Python"
+https://pyimagesearch.com/2020/10/12/multi-class-object-detection-and-bounding-box-regression-with-keras-tensorflow-and-deep-learning/,"Multi-class object detection and bounding box regression with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2015/10/12/scraping-images-with-python-and-scrapy/,Scraping images with Python and Scrapy
+https://pyimagesearch.com/2021/05/03/face-recognition-with-local-binary-patterns-lbps-and-opencv/,Face Recognition with Local Binary Patterns (LBPs) and OpenCV
+https://pyimagesearch.com/2016/05/02/accessing-rpi-gpio-and-gpio-zero-with-opencv-python/,Accessing RPi.GPIO and GPIO Zero with OpenCV + Python
+https://pyimagesearch.com/2021/05/10/opencv-eigenfaces-for-face-recognition/,OpenCV Eigenfaces for Face Recognition
+https://pyimagesearch.com/2019/06/17/online-incremental-learning-with-keras-and-creme/,Online/Incremental Learning with Keras and Creme
+https://pyimagesearch.com/2019/09/09/multiprocessing-with-opencv-and-python/,Multiprocessing with OpenCV and Python
+https://pyimagesearch.com/2016/06/06/hands-on-with-the-nvidia-digits-devbox-for-deep-learning/,Hands-on with the NVIDIA DIGITS DevBox for Deep Learning
+https://pyimagesearch.com/2015/09/28/implementing-the-max-rgb-filter-in-opencv/,Implementing the Max RGB filter in OpenCV
+https://pyimagesearch.com/2018/03/19/reading-barcodes-with-python-and-openmv/,Reading barcodes with Python and OpenMV
+https://pyimagesearch.com/2020/03/04/nvidia-jetson-nano-img-pre-configured-for-deep-learning-and-computer-vision/,NVIDIA Jetson Nano .img pre-configured for Deep Learning and Computer Vision
+https://pyimagesearch.com/2017/11/13/how-to-install-mxnet-for-deep-learning/,How to install mxnet for deep learning
+https://pyimagesearch.com/2016/05/09/opencv-rpi-gpio-and-gpio-zero-on-the-raspberry-pi/,"OpenCV, RPi.GPIO, and GPIO Zero on the Raspberry Pi"
+https://pyimagesearch.com/2022/09/19/computer-vision-and-deep-learning-for-oil-and-gas/,Computer Vision and Deep Learning for Oil and Gas
+https://pyimagesearch.com/2022/07/06/computer-vision-and-deep-learning-for-customer-service/,Computer Vision and Deep Learning for Customer Service
+https://pyimagesearch.com/2021/10/13/an-interview-with-david-bonn-computer-vision-and-wildfire-detection-expert/,"An interview with David Bonn, computer vision and wildfire detection expert"
+https://pyimagesearch.com/2018/03/28/an-interview-with-kwabena-agyeman-co-creator-of-openmv-and-microcontroller-expert/,"An interview with Kwabena Agyeman, co-creator of OpenMV and microcontroller expert"
+https://pyimagesearch.com/2016/12/12/im-writing-a-book-on-deep-learning-and-convolutional-neural-networks-and-i-need-your-advice/,I'm writing a book on Deep Learning and Convolutional Neural Networks (and I need your advice).
+https://pyimagesearch.com/2021/04/14/an-interview-with-gary-song-deep-learning-practitioner-at-unity-technologies/,"An interview with Gary Song, deep learning practitioner at Unity Technologies"
+https://pyimagesearch.com/2022/10/24/thermal-vision-fever-detector-with-python-and-opencv-starter-project/,Thermal Vision: Fever Detector with Python and OpenCV (starter project)
+https://pyimagesearch.com/2021/01/19/image-masking-with-opencv/,Image Masking with OpenCV
+https://pyimagesearch.com/2017/09/27/setting-up-ubuntu-16-04-cuda-gpu-for-deep-learning-with-python/,Setting up Ubuntu 16.04 + CUDA + GPU for deep learning with Python
+https://pyimagesearch.com/2019/04/29/detecting-parkinsons-disease-with-opencv-computer-vision-and-the-spiral-wave-test/,"Detecting Parkinson's Disease with OpenCV, Computer Vision, and the Spiral/Wave Test"
+https://pyimagesearch.com/2023/01/16/scaling-kaggle-competitions-using-xgboost-part-3/,Scaling Kaggle Competitions Using XGBoost: Part 3
+https://pyimagesearch.com/2023/01/23/scaling-kaggle-competitions-using-xgboost-part-4/,Scaling Kaggle Competitions Using XGBoost: Part 4
+https://pyimagesearch.com/2015/11/09/pedestrian-detection-opencv/,Pedestrian Detection OpenCV
+https://pyimagesearch.com/2014/05/12/best-python-books-2014/,The Best Python Books of 2014
+https://pyimagesearch.com/2022/11/14/computer-vision-and-deep-learning-for-logistics/,Computer Vision and Deep Learning for Logistics
+https://pyimagesearch.com/2016/04/25/watermarking-images-with-opencv-and-python/,Watermarking images with OpenCV and Python
+https://pyimagesearch.com/2016/02/22/writing-to-video-with-opencv/,Writing to video with OpenCV
+https://pyimagesearch.com/2017/01/02/rotate-images-correctly-with-opencv-and-python/,Rotate images (correctly) with OpenCV and Python
+https://pyimagesearch.com/2016/01/25/real-time-panorama-and-image-stitching-with-opencv/,Real-time panorama and image stitching with OpenCV
+https://pyimagesearch.com/2018/04/16/keras-and-convolutional-neural-networks-cnns/,Keras and Convolutional Neural Networks (CNNs)
+https://pyimagesearch.com/2017/04/24/eye-blink-detection-opencv-python-dlib/,"Eye blink detection with OpenCV, Python, and dlib"
+https://pyimagesearch.com/2016/08/01/lenet-convolutional-neural-network-in-python/,LeNet - Convolutional Neural Network in Python
+https://pyimagesearch.com/2017/08/14/long-exposure-with-opencv-and-python/,Long exposure with OpenCV and Python
+https://pyimagesearch.com/2017/08/21/deep-learning-with-opencv/,Deep Learning with OpenCV
+https://pyimagesearch.com/2015/12/21/increasing-webcam-fps-with-python-and-opencv/,Increasing webcam FPS with Python and OpenCV
+https://pyimagesearch.com/2015/12/28/increasing-raspberry-pi-fps-with-python-and-opencv/,Increasing Raspberry Pi FPS with Python and OpenCV
+https://pyimagesearch.com/2016/02/29/saving-key-event-video-clips-with-opencv/,Saving key event video clips with OpenCV
+https://pyimagesearch.com/2015/01/19/find-distance-camera-objectmarker-using-python-opencv/,Find distance from camera to object using Python and OpenCV
+https://pyimagesearch.com/2014/01/20/basic-image-manipulations-in-python-and-opencv-resizing-scaling-rotating-and-cropping/,"Basic Image Manipulations in Python and OpenCV: Resizing (scaling), Rotating, and Cropping"
+https://pyimagesearch.com/2020/07/27/opencv-grabcut-foreground-segmentation-and-extraction/,OpenCV GrabCut: Foreground Segmentation and Extraction
+https://pyimagesearch.com/2014/07/28/a-slic-superpixel-tutorial-using-python/,Segmentation: A SLIC Superpixel Tutorial using Python
+https://pyimagesearch.com/2017/07/31/bank-check-ocr-opencv-python-part-ii/,Bank check OCR with OpenCV and Python (Part II)
+https://pyimagesearch.com/2017/07/24/bank-check-ocr-with-opencv-and-python-part-i/,Bank check OCR with OpenCV and Python (Part I)
+https://pyimagesearch.com/2017/06/26/labeling-superpixel-colorfulness-opencv-python/,Labeling superpixel colorfulness with OpenCV and Python
+https://pyimagesearch.com/2017/11/06/deep-learning-opencvs-blobfromimage-works/,Deep learning: How OpenCV's blobFromImage works
+https://pyimagesearch.com/2016/09/26/a-simple-neural-network-with-python-and-keras/,A simple neural network with Python and Keras
+https://pyimagesearch.com/2020/05/18/image-inpainting-with-opencv-and-python/,Image inpainting with OpenCV and Python
+https://pyimagesearch.com/2017/05/29/montages-with-opencv/,Montages with OpenCV
+https://pyimagesearch.com/2019/11/25/human-activity-recognition-with-opencv-and-deep-learning/,Human Activity Recognition with OpenCV and Deep Learning
+https://pyimagesearch.com/2017/10/30/how-to-multi-gpu-training-with-keras-python-and-deep-learning/,"How-To: Multi-GPU training with Keras, Python, and deep learning"
+https://pyimagesearch.com/2023/03/13/train-a-maskformer-segmentation-model-with-hugging-face-transformers/,Train a MaskFormer Segmentation Model with Hugging Face Transformers
+https://pyimagesearch.com/2018/09/17/opencv-ocr-and-text-recognition-with-tesseract/,OpenCV OCR and text recognition with Tesseract
+https://pyimagesearch.com/2022/12/29/the-2023-guide-to-grooming-in-agile/,The 2023 Guide To Grooming in Agile
+https://pyimagesearch.com/2017/09/18/real-time-object-detection-with-deep-learning-and-opencv/,Real-time object detection with deep learning and OpenCV
+https://pyimagesearch.com/2017/02/13/recognizing-digits-with-opencv-and-python/,Recognizing digits with OpenCV and Python
+https://pyimagesearch.com/2022/02/21/u-net-image-segmentation-in-keras/,U-Net Image Segmentation in Keras
+https://pyimagesearch.com/2022/08/03/an-interview-with-peter-ip-chief-data-scientist/,"An Interview with Peter Ip, Chief Data Scientist"
+https://pyimagesearch.com/2022/08/01/long-short-term-memory-networks/,Long Short-Term Memory Networks
+https://pyimagesearch.com/2022/07/25/introduction-to-recurrent-neural-networks-with-keras-and-tensorflow/,Introduction to Recurrent Neural Networks with Keras and TensorFlow
+https://pyimagesearch.com/2021/09/22/an-interview-with-raul-garcia-martin-phd-candidate-and-computer-vision-entrepreneur/,"An interview with Raul Garcia-Martin, PhD candidate and computer vision entrepreneur"
+https://pyimagesearch.com/2021/09/13/intro-to-generative-adversarial-networks-gans/,Intro to Generative Adversarial Networks (GANs)
+https://pyimagesearch.com/2021/07/20/an-interview-with-askat-kuzdeuov-computer-vision-and-deep-learning-researcher/,"An interview with Askat Kuzdeuov, computer vision and deep learning researcher"
+https://pyimagesearch.com/2021/03/31/an-interview-with-jagadish-mahendran-1st-place-winner-of-the-opencv-spatial-ai-competition/,"An interview with Jagadish Mahendran, 1st place winner of the OpenCV Spatial AI Competition"
+https://pyimagesearch.com/2020/10/07/an-interview-with-maria-rosvold-and-shriya-nama-high-schoolers-studying-robotics-and-computer-vision/,"An interview with Maria Rosvold and Shriya Nama, high schoolers studying robotics and computer vision"
+https://pyimagesearch.com/2020/08/13/sneak-preview-ocr-with-opencv-tesseract-and-python/,"Sneak preview: OCR with OpenCV, Tesseract, and Python"
+https://pyimagesearch.com/2018/02/26/face-detection-with-opencv-and-deep-learning/,Face detection with OpenCV and deep learning
+https://pyimagesearch.com/2023/01/30/computer-vision-and-deep-learning-for-education/,Computer Vision and Deep Learning for Education
+https://pyimagesearch.com/2023/03/30/machine-learning-computer-vision/,Computer Vision Machine Learning. A gentle guide for beginners.
+https://pyimagesearch.com/2021/04/17/what-is-deep-learning/,What is Deep Learning?
+https://pyimagesearch.com/2021/12/06/fast-neural-network-training-with-distributed-training-and-google-tpus/,Fast Neural Network Training with Distributed Training and Google TPUs
+https://pyimagesearch.com/2019/08/19/simple-scene-boundary-shot-transition-detection-with-opencv/,Simple Scene Boundary/Shot Transition Detection with OpenCV
+https://pyimagesearch.com/2018/07/23/simple-object-tracking-with-opencv/,Simple object tracking with OpenCV
+https://pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/,"COVID-19: Face Mask Detector with OpenCV, Keras/TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2023/02/20/learning-jax-in-2023-part-1-the-ultimate-guide-to-accelerating-numerical-computation-and-machine-learning/,Learning JAX in 2023: Part 1 -- The Ultimate Guide to Accelerating Numerical Computation and Machine Learning
+https://pyimagesearch.com/2023/02/27/learning-jax-in-2023-part-2-jaxs-power-tools-grad-jit-vmap-and-pmap/,"Learn JAX in 2023: Part 2 - grad, jit, vmap, and pmap"
+https://pyimagesearch.com/2023/03/27/whats-new-in-pytorch-2-0-torch-compile/,What's New in PyTorch 2.0? torch.compile
+https://pyimagesearch.com/2023/04/24/whats-behind-pytorch-2-0-torchdynamo-and-torchinductor-primarily-for-developers/,What's Behind PyTorch 2.0? TorchDynamo and TorchInductor (primarily for developers)
+https://pyimagesearch.com/2023/04/17/learning-jax-in-2023-part-3-a-step-by-step-guide-to-training-your-first-machine-learning-model-with-jax/,Learning JAX in 2023: Part 3 -- A Step-by-Step Guide to Training Your First Machine Learning Model with JAX
+https://pyimagesearch.com/2016/11/07/intersection-over-union-iou-for-object-detection/,Intersection over Union (IoU) for object detection
+https://pyimagesearch.com/2020/08/10/opencv-sudoku-solver-and-ocr/,OpenCV Sudoku Solver and OCR
+https://pyimagesearch.com/2019/06/10/keras-mask-r-cnn/,Keras Mask R-CNN
+https://pyimagesearch.com/2016/03/28/measuring-size-of-objects-in-an-image-with-opencv/,Measuring size of objects in an image with OpenCV
+https://pyimagesearch.com/2017/09/11/object-detection-with-deep-learning-and-opencv/,Object detection with deep learning and OpenCV
+https://pyimagesearch.com/2021/04/19/face-detection-with-dlib-hog-and-cnn/,Face detection with dlib (HOG and CNN)
+https://pyimagesearch.com/2022/10/10/introduction-to-infrared-vision-near-vs-mid-far-infrared-images/,Introduction to Infrared Vision: Near vs. Mid-Far Infrared Images
+https://pyimagesearch.com/2022/02/07/anime-faces-with-wgan-and-wgan-gp/,Anime Faces with WGAN and WGAN-GP
+https://pyimagesearch.com/2020/04/13/opencv-age-detection-with-deep-learning/,OpenCV Age Detection with Deep Learning
+https://pyimagesearch.com/2018/11/05/creating-gifs-with-opencv/,Creating GIFs with OpenCV
+https://pyimagesearch.com/2023/05/01/training-the-yolov8-object-detector-for-oak-d/,Training the YOLOv8 Object Detector for OAK-D
+https://pyimagesearch.com/2023/04/03/deploying-a-custom-image-classifier-on-an-oak-d/,Deploying a Custom Image Classifier on an OAK-D
+https://pyimagesearch.com/2023/02/06/training-a-custom-image-classification-network-for-oak-d/,Training a Custom Image Classification Network for OAK-D
+https://pyimagesearch.com/2022/12/19/oak-d-understanding-and-running-neural-network-inference-with-depthai-api/,OAK-D: Understanding and Running Neural Network Inference with DepthAI API
+https://pyimagesearch.com/2022/11/28/introduction-to-opencv-ai-kit-oak/,Introduction to OpenCV AI Kit (OAK)
+https://pyimagesearch.com/2023/05/29/cyclegan-unpaired-image-to-image-translation-part-2/,CycleGAN: Unpaired Image-to-Image Translation (Part 2)
+https://pyimagesearch.com/2023/05/15/hand-gesture-recognition-with-yolov8-on-oak-d-in-near-real-time/,Hand Gesture Recognition with YOLOv8 on OAK-D in Near Real-Time
+https://pyimagesearch.com/2022/09/12/cyclegan-unpaired-image-to-image-translation-part-1/,CycleGAN: Unpaired Image-to-Image Translation (Part 1)
+https://pyimagesearch.com/2017/07/10/using-tesseract-ocr-python/,Using Tesseract OCR with Python
+https://pyimagesearch.com/2021/07/19/pytorch-training-your-first-convolutional-neural-network-cnn/,PyTorch: Training your first Convolutional Neural Network (CNN)
+https://pyimagesearch.com/2021/01/20/opencv-load-image-cv2-imread/,OpenCV Load Image (cv2.imread)
+https://pyimagesearch.com/2018/06/18/face-recognition-with-opencv-python-and-deep-learning/,"Face recognition with OpenCV, Python, and deep learning"
+https://pyimagesearch.com/2018/12/17/image-stitching-with-opencv-and-python/,Image Stitching with OpenCV and Python
+https://pyimagesearch.com/2021/01/20/opencv-resize-image-cv2-resize/,OpenCV Resize Image ( cv2.resize )
+https://pyimagesearch.com/2021/04/28/opencv-thresholding-cv2-threshold/,OpenCV Thresholding ( cv2.threshold )
+https://pyimagesearch.com/2019/07/08/keras-imagedatagenerator-and-data-augmentation/,Keras ImageDataGenerator and Data Augmentation
+https://pyimagesearch.com/2020/09/21/opencv-automatic-license-number-plate-recognition-anpr-with-python/,OpenCV: Automatic License/Number Plate Recognition (ANPR) with Python
+https://pyimagesearch.com/2018/12/31/keras-conv2d-and-convolutional-layers/,Keras Conv2D and Convolutional Layers
+https://pyimagesearch.com/2021/04/28/opencv-color-spaces-cv2-cvtcolor/,OpenCV Color Spaces ( cv2.cvtColor )
+https://pyimagesearch.com/2019/10/28/3-ways-to-create-a-keras-model-with-tensorflow-2-0-sequential-functional-and-model-subclassing/,"3 ways to create a Keras model with TensorFlow 2.0 (Sequential, Functional, and Model Subclassing)"
+https://pyimagesearch.com/2021/05/14/convolutional-neural-networks-cnns-and-layer-types/,Convolutional Neural Networks (CNNs) and Layer Types
+https://pyimagesearch.com/2018/11/12/yolo-object-detection-with-opencv/,YOLO object detection with OpenCV
+https://pyimagesearch.com/2018/12/24/how-to-use-keras-fit-and-fit_generator-a-hands-on-tutorial/,How to use Keras fit and fit_generator (a hands-on tutorial)
+https://pyimagesearch.com/2021/08/23/your-first-ocr-project-with-tesseract-and-python/,Your First OCR Project with Tesseract and Python
+https://pyimagesearch.com/2018/07/30/opencv-object-tracking/,OpenCV Object Tracking
+https://pyimagesearch.com/2018/09/24/opencv-face-recognition/,OpenCV Face Recognition
+https://pyimagesearch.com/2021/05/12/opencv-edge-detection-cv2-canny/,OpenCV Edge Detection ( cv2.Canny )
+https://pyimagesearch.com/2021/06/14/a-gentle-introduction-to-tf-data-with-tensorflow/,A gentle introduction to tf.data with TensorFlow
+https://pyimagesearch.com/2018/03/12/python-argparse-command-line-arguments/,"Python, argparse, and command line arguments"
+https://pyimagesearch.com/2020/09/14/getting-started-with-easyocr-for-optical-character-recognition/,Getting started with EasyOCR for Optical Character Recognition
+https://pyimagesearch.com/2021/08/16/installing-tesseract-pytesseract-and-python-ocr-packages-on-your-system/,"Installing Tesseract, PyTesseract, and Python OCR packages on your system"
+https://pyimagesearch.com/2021/03/01/adversarial-attacks-with-fgsm-fast-gradient-sign-method/,Adversarial attacks with FGSM (Fast Gradient Sign Method)
+https://pyimagesearch.com/2021/04/28/opencv-smoothing-and-blurring/,OpenCV Smoothing and Blurring
+https://pyimagesearch.com/2020/08/24/ocr-handwriting-recognition-with-opencv-keras-and-tensorflow/,"OCR: Handwriting recognition with OpenCV, Keras, and TensorFlow"
+https://pyimagesearch.com/2021/06/30/how-to-use-the-modelcheckpoint-callback-with-keras-and-tensorflow/,How to use the ModelCheckpoint callback with Keras and TensorFlow
+https://pyimagesearch.com/2020/11/30/siamese-networks-with-keras-tensorflow-and-deep-learning/,"Siamese networks with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2021/10/04/image-data-loaders-in-pytorch/,Image Data Loaders in PyTorch
+https://pyimagesearch.com/2018/08/20/opencv-text-detection-east-text-detector/,OpenCV Text Detection (EAST text detector)
+https://pyimagesearch.com/2015/05/25/basic-motion-detection-and-tracking-with-python-and-opencv/,Basic motion detection and tracking with Python and OpenCV
+https://pyimagesearch.com/2022/06/20/training-the-yolov5-object-detector-on-a-custom-dataset/,Training the YOLOv5 Object Detector on a Custom Dataset
+https://pyimagesearch.com/2018/04/23/running-keras-models-on-ios-with-coreml/,Running Keras models on iOS with CoreML
+https://pyimagesearch.com/2020/10/05/object-detection-bounding-box-regression-with-keras-tensorflow-and-deep-learning/,"Object detection: Bounding box regression with Keras, TensorFlow, and Deep Learning"
+https://pyimagesearch.com/2021/01/20/opencv-rotate-image/,OpenCV Rotate Image
+https://pyimagesearch.com/2016/10/03/bubble-sheet-multiple-choice-scanner-and-test-grader-using-omr-python-and-opencv/,"Bubble sheet multiple choice scanner and test grader using OMR, Python, and OpenCV"
+https://pyimagesearch.com/2018/07/19/opencv-tutorial-a-guide-to-learn-opencv/,OpenCV Tutorial: A Guide to Learn OpenCV
+https://pyimagesearch.com/2021/06/07/easy-hyperparameter-tuning-with-keras-tuner-and-tensorflow/,Easy Hyperparameter Tuning with Keras Tuner and TensorFlow
+https://pyimagesearch.com/2019/01/14/machine-learning-in-python/,Machine Learning in Python
+https://pyimagesearch.com/2021/05/12/adaptive-thresholding-with-opencv-cv2-adaptivethreshold/,Adaptive Thresholding with OpenCV ( cv2.adaptiveThreshold )
+https://pyimagesearch.com/2019/03/11/liveness-detection-with-opencv/,Liveness Detection with OpenCV
+https://pyimagesearch.com/2015/02/02/just-open-sourced-personal-imutils-package-series-opencv-convenience-functions/,My imutils package: A series of OpenCV convenience functions
+https://pyimagesearch.com/2018/09/19/pip-install-opencv/,pip install OpenCV
+https://pyimagesearch.com/2021/06/28/data-augmentation-with-tf-data-and-tensorflow/,Data augmentation with tf.data and TensorFlow
+https://pyimagesearch.com/2022/08/29/neural-machine-translation-with-luongs-attention-using-tensorflow-and-keras/,Neural Machine Translation with Luong's Attention Using TensorFlow and Keras
+https://pyimagesearch.com/2023/06/19/fundamentals-of-recommendation-systems/,Fundamentals of Recommendation Systems
+https://pyimagesearch.com/2023/05/22/detr-breakdown-part-1-introduction-to-detection-transformers/,DETR Breakdown Part 1: Introduction to DEtection TRansformers
+https://pyimagesearch.com/2022/12/05/automatic-differentiation-part-1-understanding-the-math/,Automatic Differentiation Part 1: Understanding the Math
+https://pyimagesearch.com/2022/04/04/introduction-to-the-yolo-family/,Introduction to the YOLO Family
+https://pyimagesearch.com/2022/04/11/understanding-a-real-time-object-detection-network-you-only-look-once-yolov1/,Understanding a Real-Time Object Detection Network: You Only Look Once (YOLOv1)
+https://pyimagesearch.com/2022/04/18/a-better-faster-and-stronger-object-detector-yolov2/,"A Better, Faster, and Stronger Object Detector (YOLOv2)"
+https://pyimagesearch.com/2022/05/04/planning-next-steps-when-things-dont-work-out/,Planning Next Steps When Things Don't Work Out
+https://pyimagesearch.com/2022/05/09/an-incremental-improvement-with-darknet-53-and-multi-scale-predictions-yolov3/,An Incremental Improvement with Darknet-53 and Multi-Scale Predictions (YOLOv3)
+https://pyimagesearch.com/2022/05/16/achieving-optimal-speed-and-accuracy-in-object-detection-yolov4/,Achieving Optimal Speed and Accuracy in Object Detection (YOLOv4)
+https://pyimagesearch.com/2022/06/01/ensuring-your-research-stays-visible-and-general-tips/,Ensuring Your Research Stays Visible and General Tips
+https://pyimagesearch.com/2023/06/12/detr-breakdown-part-2-methodologies-and-algorithms/,DETR Breakdown Part 2: Methodologies and Algorithms
+https://pyimagesearch.com/2023/06/26/detr-breakdown-part-3-architecture-and-details/,DETR Breakdown Part 3: Architecture and Details
+https://pyimagesearch.com/2018/08/13/opencv-people-counter/,OpenCV People Counter
+https://pyimagesearch.com/2023/01/09/face-recognition-with-siamese-networks-keras-and-tensorflow/,"Face Recognition with Siamese Networks, Keras, and TensorFlow"
+https://pyimagesearch.com/2023/03/20/training-and-making-predictions-with-siamese-networks-and-triplet-loss/,Training and Making Predictions with Siamese Networks and Triplet Loss
+https://pyimagesearch.com/2023/03/06/triplet-loss-with-keras-and-tensorflow/,Triplet Loss with Keras and TensorFlow
+https://pyimagesearch.com/2023/02/13/building-a-dataset-for-triplet-loss-with-keras-and-tensorflow/,Building a Dataset for Triplet Loss with Keras and TensorFlow
+https://pyimagesearch.com/2023/07/03/netflix-movies-and-series-recommendation-systems/,Netflix Movies and Series Recommendation Systems
+https://pyimagesearch.com/2023/07/10/introduction-to-autoencoders/,Introduction to Autoencoders
+https://pyimagesearch.com/2023/05/08/introduction-to-causality-in-machine-learning/,Introduction to Causality in Machine Learning
+https://pyimagesearch.com/2023/07/31/best-machine-learning-datasets/,Best Machine Learning Datasets
+https://pyimagesearch.com/2023/08/07/linkedin-jobs-recommendation-systems/,LinkedIn Jobs Recommendation Systems
+https://pyimagesearch.com/2023/06/05/cyclegan-unpaired-image-to-image-translation-part-3/,CycleGAN: Unpaired Image-to-Image Translation (Part 3)
+https://pyimagesearch.com/2023/07/17/implementing-a-convolutional-autoencoder-with-pytorch/,Implementing a Convolutional Autoencoder with PyTorch
+https://pyimagesearch.com/2023/08/14/amazon-product-recommendation-systems/,Amazon Product Recommendation Systems
+https://pyimagesearch.com/2023/08/21/people-counter-on-oak/,People Counter on OAK
+https://pyimagesearch.com/2023/08/28/augmix-with-kerascv-breakdown-part-1-introduction-to-augmix/,AugMix with KerasCV Breakdown (Part 1): Introduction to AugMix
+https://pyimagesearch.com/2023/09/04/getting-started-with-docker-for-machine-learning/,Getting Started with Docker for Machine Learning
+https://pyimagesearch.com/2023/09/11/sam-from-meta-ai-part-1-segmentation-with-prompts/,SAM from Meta AI (Part 1): Segmentation with Prompts
+https://pyimagesearch.com/2023/07/24/what-is-keras-core/,What Is Keras Core?
+https://pyimagesearch.com/2023/09/18/sam-from-meta-ai-part-2-integration-with-clip-for-downstream-tasks/,SAM from Meta AI (Part 2): Integration with CLIP for Downstream Tasks
+https://pyimagesearch.com/2023/10/09/getting-used-to-docker-for-machine-learning/,Getting Used to Docker for Machine Learning
+https://pyimagesearch.com/2023/09/25/youtube-video-recommendation-systems/,YouTube Video Recommendation Systems
+https://pyimagesearch.com/2023/10/02/a-deep-dive-into-variational-autoencoders-with-pytorch/,A Deep Dive into Variational Autoencoders with PyTorch
+https://pyimagesearch.com/2023/10/16/setting-up-a-gpu-development-environment-using-docker/,Setting Up a GPU Development Environment Using Docker
+https://pyimagesearch.com/2023/10/23/generating-faces-using-variational-autoencoders-with-pytorch/,Generating Faces Using Variational Autoencoders with PyTorch
+https://pyimagesearch.com/2023/10/30/spotify-music-recommendation-systems/,Spotify Music Recommendation Systems
+https://pyimagesearch.com/2022/09/05/a-deep-dive-into-transformers-with-tensorflow-and-keras-part-1/,A Deep Dive into Transformers with TensorFlow and Keras: Part 1
+https://pyimagesearch.com/2022/08/22/neural-machine-translation-with-bahdanaus-attention-using-tensorflow-and-keras/,Neural Machine Translation with Bahdanau's Attention Using TensorFlow and Keras
+https://pyimagesearch.com/2022/07/04/introduction-to-the-bag-of-words-bow-model/,Introduction to the Bag-of-Words (BoW) Model