Computer Vision Resources

Books:

• Computer Vision: Theory and Application, by Rick Szeliski
• Computer Vision: A Modern Approach (2nd edition), by David Forsyth and Jean Ponce

Blogs:

• Andrej Karpathy Computer Vision blog
• Computer vision for dummies - Vincent Spruyt

Open Courses for Computer Vision:

• Computer Vision: Foundations and Applications, by Kalanit Grill-Spector and Fei-Fei Li (Stanford University)
• Advances in Computer Vision, by Antonio Torralba and Bill Freeman (MIT)

Tutorials:

• Awesome Computer Vision List

Datasets:

• Open Datasets for Computer Vision
• Google Dataset Search
• Open Dataset Search Worldwide
• Computer Vision Datasets
• CVonline: Image Databases
• Highway Car Datasets

Useful Libraries for Computer Vision:

• OpenCV

Compuer Vision Project Ideas:

• CS231n: Convolutional Neural Networks for Visual Recognition course Projects