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- Installing OpenCV
- What is a vector?
- What is a matrix?
- 2D/3D Tranformations
- Scaling
- Rotration
- Translation
- How to split or merge color channels using OpenCV
- How to manipulate and filter pixels using OpenCV
- Convert color images to grayscale
- Standardize images by resizing
- Augment image data using transformations
- Apply other image adjustments
- Low pass filtering
- Mean Filtering
- Median Filtering
- Gaussian Filtering
- High pass filtering
- Morphology
- Dilation
- Erosion
- Opening
- Closing
- Skeletonization
- Image Segmentation
- Thresholding
- Region-based Segmentation
- Edge Detection
- Canny Edge Detection
- Sobel Edge Detection
- Laplacian Edge Detection
- Object Detection
- Face Detection
- Collect
- Label
- Organize
- Process
- Train
- Deploy
- Display