How to build CNN architecture

I was building a CNN for image classification. How to start building the CNN architecture? How many convolution layers to include? How many Pooling layers to include? There must be some way rather than randomly adding layers to the CNN.

Start simple, then try a different combination. And, don’t just play with the number of layers, try different learning rates and optimizers too.

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Please read this

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This was really helpful. Thank you