Official docs outline
12 sections- Tutorials overview
Index of OpenCV tutorials across modules.
- Core functionality and Mat
The Mat n-dimensional array, basic structures, and operations.
- Image I/O
Reading and writing images and image codecs.
- Image processing
Filtering, geometric transforms, color conversion, thresholding, and morphology.
- Feature detection and description
Keypoints, descriptors, and matching with ORB, SIFT, and others.
- Camera calibration and 3D
Camera models, calibration, pose estimation, and stereo.
- Video analysis and tracking
Optical flow, background subtraction, and object tracking.
- Video I/O
Capturing from cameras and files and writing video.
- Object detection
Cascade classifiers, HOG, and QR code detection.
- Deep neural networks
Loading and running inference with ONNX, TensorFlow, and other models.
- High-level GUI
Windows, trackbars, and mouse events for visualization.
- OpenCV-Python tutorials
Using OpenCV from Python with NumPy arrays.
Each section links to the official page. Titles and summaries by Extra Credit; the docs belong to their authors.