Object Tracking Courses and Certifications

MathWorks

Object Tracking and Motion Detection with Computer Vision

36 ratings at Coursera

Track objects and detect motion in video with MATLAB: run pre-trained deep neural networks for object detection, apply optical flow, and count highway vehicles by direction.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Multi-Object Tracking for Automotive Systems

5 ratings at edX

Learn how to localize and track dynamic objects with a range of applications including autonomous vehicles

• edX
• 10 weeks, 10-20 hours a week
• Self-Paced
• Free Online Course (Audit)

Paul McWhorter

AI for Everyone - Tracking an Object Based on Color in OpenCV

Track a webcam object by color in Python and OpenCV, using HSV thresholds, trackbars, and masks to isolate the object of interest.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Pysource

Object Tracking and Database Logging - From Demo to Deployable AI System

Learn to transform computer vision demos into production-ready systems with object detection, tracking, zone logic, and database integration for real-world deployment.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Eran Feit

Real-Time Dog Tracking with YOLOv11 - Object Segmentation and Tracking Tutorial

Master real-time object segmentation and tracking with YOLOv11 and Python to detect, track, and visualize multiple dogs with unique IDs and colorful masks in video.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Object Tracking and Localization

Learn how to locate an object and track it over time. These techniques are used in a variety of moving systems, such as self-driving car navigation and drone flight.

• Udacity
• 15 hours
• Self-Paced
• Paid Course

Murtaza's Workshop - Robotics and AI

3D Hand Tracking in Virtual Environment - Computer Vision

Build real-time 3D hand tracking from a standard webcam, transferring Python OpenCV data to Unity for interaction with virtual objects.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Nvidia Deep Learning Institute;  Affectiva Career Certificate

Computer Vision

6 ratings

Build computer vision programs that extract image features, classify and caption images, and track objects using deep learning.

• Udacity
• 37 hours
• Self-Paced
• Paid Course

Introduction to Computer Vision

7 ratings

This course provides an introduction to computer vision including fundamentals, methods for application and machine learning classification.

• Udacity
• 36 hours
• Self-Paced
• Free Online Course

Nvidia

NVIDIA DeepStream Technical Deep Dive - Multi-Object Tracker

2 ratings

Learn how DeepStream’s multi-object trackers maintain identities through occlusion and how NvDCF tuning improves traffic-video tracking.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Mean Shift Algorithm for Computer Vision - Lecture 11

A computer vision lecture on mean shift, covering mean shift vectors and kernel profiles for tracking.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Lucas-Kanade Tracker (KLT) - Global Motion Estimation - Lecture 10

Explore the Kanade–Lucas–Tomasi tracker through global motion estimation, displacement models, image alignment, Jacobians, and Hessian-based optimization.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Augmented Startups

How to Build a Raspberry Pi Pan Tilt Tracking - OpenCV AI Kit Tutorial - 2021

Build a Raspberry Pi pan-tilt camera that uses real-time object detection to keep a tracked object centered, with OpenCV AI Kit and servo motors.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Career Certificate

Sensor Fusion and Multi-Object Tracking

Learn how to accurately position objects in traffic and how to track them, for self-driving vehicle applications.

• edX
• 19 weeks, 10-20 hours a week
• Self-Paced
• $493.00
• 2 courses

Karhunen-Loève Transform (KLT) Algorithm for Tracking - Lecture 10

Introduces KLT tracking through translation models, Jacobians, and examples with single and multiple cameras.

• YouTube
• 39 minutes
• Self-Paced
• Free Video