I released a blog post on simplifying theory behind neural networks, this chapter is specifically on CNNs
https://merveenoyan.medium.com/complete-guide-on-deep-learning-architectures-chapter-1-on-convnets-1d3e8086978d
my motivation behind doing is that I spent a lot of time & read various books over this architectures to get good grades & I don't want to forget about them, and I want everyone to benefit from it
next chapter will be autoencoders (denoising, variational, sparse, vanilla & co)
@mervenoyan Amazing post!