When I started doing CV - this page was quite scarce.
Now it's full and amazing!
I recommend this page as your go-to reference for already implemented non CNN based (classic) CV. It is just amazing. Simple and illustrative examples with code.
This totally eliminates the need in open-cv abomination =)
Best libraries for images I have seen so far
- pillow (pillow simd)
- scikit video