Convolutional Networks allow us to classify images, generate them, and can even be applied to other types of data. We're going to build one in numpy that can classify and type of alphanumeric character and it will run in a Flask web app.
Code for this video:
https://github.com/llSourcell/Convolutional_neural_network
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More learning resources:
https://github.com/dorajam/Convolutional-Network
https://beckernick.github.io/neural-network-scratch/
https://adeshpande3.github.io/adeshpande3.github.io/A-Beginner%27s-Guide-To-Understanding-Convolutional-Neural-Networks/
http://cs231n.github.io/convolutional-networks/
http://deeplearning.net/tutorial/lenet.html
https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/
https://www.youtube.com/watch?v=q555kfIFUCM&t=31s
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