I have not fully understood one aspect of the CNNs: is the first hidden layer the same than the convolved image? I mean, Can we talk about the first hidden layer and the first convolution operation in the same way ? Are they two ways of expressing the same thing ?
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This tutorial will answers all your questions https://cs231n.github.io - https://cs231n.github.io/neural-networks-1/ – Wanderer Mar 06 '22 at 12:32
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The hidden layer is the CNN layer, I.E the kernels and their weights. The convolved image is the result of applying the convulotions to the image. – sagi Mar 06 '22 at 12:38