Awesome Robotics Resources

Free Robotics & AI learning resources, including courses, books, lectures, research papers, tutorials, projects, and more.

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Computer Vision

← Artificial Intelligence · Home

Image understanding: classification, detection, segmentation, geometry, video.

Status: structure ready, curation pending. Only verified, legitimately free resources are listed; none are added until checked.

📚 Books

• Dive into Deep Learning computer vision chapters
• Computer Vision: Algorithms and Applications
• Learning OpenCV documentation

🎓 University Courses

• Stanford CS231n
• MIT 6.819 Advances in Computer Vision
• CMU Computer Vision

🎓 Online Courses

• OpenCV courses/resources
• Hugging Face Computer Vision Course
• Kaggle Computer Vision

▶️ YouTube & Lecture Series

• Stanford CS231n
• OpenCV
• First Principles of Computer Vision

🌐 Websites & Tutorials

• OpenCV tutorials
• PyTorch vision tutorials
• Hugging Face CV course

📝 Lecture Notes

• Stanford CS231n notes
• CMU 16-385 notes
• Szeliski book

📄 Research Papers

• YOLO
• Mask R-CNN
• Vision Transformer

💻 Projects

• OpenCV samples
• PyTorch vision examples
• Hugging Face CV tasks

🛠️ Official Documentation

• OpenCV
• Torchvision
• Open3D