This repository features computer vision techniques like color channel analysis, image segmentation, thresholding, restoration, line/corner detection, and video analysis for tasks like object detection, motion tracking, and image enhancement.
- RGB to Grayscale Conversion, Histogram Equalization, and Image Resizing
- Color Models
- Affine Image Transformations
- Histogram Processing, Thresholding, and Filtering
- Removing Noise from Images, Restoring Image, and Edge Detection using Sobel
- Prewitt,Robert and Canny Edge Detection and LOG (Laplacian of Gaussian) & DOG (Difference of Gaussian)
- Edge Detection Algorithms
- Line and Corner Detection Algorithms
- Image Classification and Object Detection
- Image Segmentation
- Video Background Subtraction and Motion Detection
- Lucas Kanarde Algorithm - Optical Flow