Object Tracking Courses and Certifications

Roboflow

Track & Count Objects Using YOLOv8, ByteTrack & Supervision

Build a computer vision pipeline that detects, tracks, and counts vehicles or conveyor objects with YOLOv8, ByteTrack, and Supervision.

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

Roboflow

Traffic Analysis with YOLOv8 and ByteTrack - Vehicle Detection and Tracking

Track vehicles in aerial roundabout imagery, assign them to entry zones, and trace their paths to analyze traffic flow.

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

Roboflow

Control PTZ Cameras with AI - ONVIF Integration with Object Tracking

Master PTZ camera automation with AI-powered object tracking using ONVIF integration, computer vision workflows, and real-time demonstrations.

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

NPS 3D™

Powerful Object Tracking in Blender 4.5 - No Addons

Master object tracking in Blender 4.5 without addons through motion tracking, 3D scene alignment, rigid body simulation, and realistic rendering techniques for VFX compositing.

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

Code With Aarohi

AI Traffic Analysis System - Real-Time Object Detection and Vehicle Tracking

Discover how to build an AI-powered traffic analysis system using real-time object detection and tracking to count vehicles and generate automated reports.

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

Wolfram

Audio and Video Analysis: Speech Recognition, Object Tracking, and Processing Techniques

Explore cutting-edge audio-visual analysis techniques, from enhanced speech recognition to object tracking, dynamic highlighting, and advanced video processing using Kalman Filters.

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

tinyML

Towards Software-Defined Imaging - Adaptive Video Subsampling for Energy-Efficient Object Tracking

Explores software-defined imaging that uses adaptive video subsampling and programmable CMOS sensors for energy-efficient object tracking.

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

Visual Perception

35 ratings at Coursera

Track objects in video with change detection, segment images into regions, and recognize objects using PCA-based appearance matching and neural networks trained by backpropagation.

• Coursera
• 5 weeks, 17 hours a week
• Self-Paced
• Paid Course

MathWorks Career Certificate

Computer Vision for Engineering and Science

99 ratings at Coursera

Perform object detection, train image classification models, use features to align images, and detect motion and track multiple objects in video with MATLAB.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

EDUCBA Career Certificate

Apply OpenCV for Real-Time Computer Vision Projects

29 ratings at Coursera

Build real-time computer vision systems with OpenCV and Python: image processing, geometric transformations, video analytics, face detection and recognition, and gesture-controlled applications.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses

Coursera Career Certificate

Applied Object Detection & Segmentation

Build production-grade object detection and segmentation systems with YOLOv8 and DeepSORT, evaluate using mAP, IoU and Dice, and deploy via TensorFlow Lite, Docker and AWS Lambda.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 8 courses

Packt

YOLO-NAS + v8 Full-Stack Computer Vision Course

Build full-stack computer vision apps with YOLO-NAS and YOLOv8: train custom models, track objects with DeepSORT and Bytetrack, and deploy via Flask, Kivy, and Docker.

• Coursera
• 11 weeks, 1 hour a week
• Self-Paced
• Paid Course

EDUCBA

Analyze Video Data Using OpenCV and Python

Analyze video streams with OpenCV and Python: apply color models, thresholding, blob and contour detection, color-based and CamShift tracking, optical flow, and face detection.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Coursera

Build & Evaluate Real-Time Object Detectors

Compute and interpret detection metrics like mAP and APsmall, diagnose underperformance, and evaluate YOLOv8 plus DeepSORT pipelines against targets such as 25 FPS at 720p.

• Coursera
• 2 hours 2 minutes
• Self-Paced
• Paid Course

Computer Vision Bootcamp with Python (OpenCV) - YOLO, SSD

243 ratings at Udemy

Face Detection, R-CNNs, YOLO and SSD Object Detection, Object Tracking (DeepSORT, ByteTrack, BoTSORT), Vehicle Counting

• Udemy
• 14 hours
• Self-Paced
• Paid Course