Important CNN Concepts You Should Know in 2022

Hello, I decided to switch my focus a little bit and write something simple yet important for those who have just started their journey in Computer Vision. In this piece, I am introducing main and fundamental CNN concepts you need to know in 2022. I believe these concepts greatly contributed to Computer Vision community. Feel free to read more articles after this one since I tried to focus only on concepts rather than mathematical details. The image above shows well-know Convolution operation, I suppose we are familiar with.