readme: ---
  tags:
  - object-detection
  - COCO
  - YOLO
  - Darknet
  model-index:
  - name: darknet-coco-object_detection
    results:
    - metrics:
      - type: None
        value: '1'
        name: None
      task:
        type: object-detection
        name: object-detection
      dataset:
        name: COCO
        type: COCO
  ---
  
  ## Darknet Object Detection on the COCO dataset
  
  This model uses a pretrained YOLO Darknet model to perform object detection on an input image. The model is able to identify 80 classes from the COCO dataset. The classes are listed here `config/coco.names`.
  
  ### Usage
  Clone the repository using
  ```python
  repo = Repository("/local_repo_name", clone_from="danieladejumo/darknet-coco-object_detection")
  ```
  
  Run a detection by using the function `detect(path_to_image)` in the notebook `darknet-coco-object_detection.ipynb`. The output image with the detection rectangle and classes will be saved to `images/image_file_name-det.jpg`
  