: This repo contains all the materials for the Computer Vision Course on Udemy and some of my additional learning

from the basics of image processing with OpenCV to the advanced convolutional neural network, and object detection.

Section 1. Image Preprocessing

• Masking
• Thresholding
• Blurring and Smoothing
• Morphological Operation
• Gradients
• Histograms

Section 2. Object Detection

• Template Matching
• Corner Detection
• Edge Detection
• Grid Detection
• Contour Detection
• Assignment : detection car plate and blurring

Section 3. Object Tracking

• Optical Flow
• Mean Shift Tracking
• Cam Shift Tracking
• Tracking APIs

section 4. Deep Learning

• YOLO v.3
• Capstone : Finger detection and counting