top of page
It's Your Data, Master It.
Object Detection and Tracking with OpenCV
Overview
Skills Needed
Learn to detect and track objects using OpenCV. Explore techniques for object detection with Haar cascades, feature tracking with optical flow, and building object tracking systems with OpenCV.
Basic knowledge of OpenCV fundamentals
Understanding of object detection concepts
Outline
Introduction to Object Detection and Tracking
Haar Cascade Classifiers for Object Detection
Feature Detection and Description
Optical Flow and Feature Tracking
Background Subtraction Techniques
Object Tracking Algorithms
Multiple Object Tracking
Real-time Object Detection and Tracking
Deep Learning-based Object Detection
Case Studies in Object Detection and Tracking with OpenCV
bottom of page