awesome-imageprocessing

An awesome Image Processing repository

Books

Digital Image Processing by Rafael C. Gonzalez

Courses

Convolutional Neural Networks for Visual Recognition

Machine Learning | Andrew Ng

Advanced Deep Learning & Reinforcement Learning | Google Deepmind

Tutorials / Guides

pyimagesearch - Awesome tutorials of real world image processig problems

A Beginner's Guide to Convolutional Neural Networks (CNNs)

An intuitive guide to Convolutional Neural Networks

Talks

How computers learn to recognize objects instantly | Joseph Redmon (Creator of YOLO on TEDTalks)

Computers can see. Now what? | Joseph Redmon | TEDxGateway (Creator of YOLO)

Dataset Lists

CV Datasets on the web (cvpapers.com)

CVonline: Image Databases

Yet Another Computer Vision Index To Datasets (YACVID)