Ahoi Thorsten,
sounds like you’re searching for a CNN (Convolutional Neural Network) Model & Architecture.
https://developers.google.com/machine-learning/glossary/#convolutional_layer 3
https://www.tensorflow.org/tutorials/images/cnn 2
For more insights and lectures, feel free to have a deep dive here:
https://cs231n.github.io/convolutional-networks/ 1
https://www.youtube.com/watch?v=iaSUYvmCekI 1
Interesting Codelab Tutorials:
Horse or Human (Python):
https://developers.google.com/codelabs/tensorflow-5-compleximages 3
Optimising CNN’s (Python):
https://developers.google.com/codelabs/tensorflow-4-cnns 1
MNIST with TF.js (JavaScript)
https://codelabs.developers.google.com/codelabs/tfjs-training-classfication/index.html#4 1
Some, already setup, browser based playground(s), e.g for visualisation purpose:
https://cs.stanford.edu/people/karpathy/convnetjs/demo/cifar10.html 1
https://cs.stanford.edu/people/karpathy/convnetjs/demo/mnist.html 1
(hmm, somehow i couldn’t find the tf.js playgrounds adhoc anymore …)
Maxpooled,
Dennis