Real-time Multiple Object Tracking (MOT) with Yolov3, Tensorflow and Deep SORT

In this video will show you how to build a Real-time Multiple Object Tracking (MOT) application with Yolov3, Tensorflow and Deep SORT.[Full course for beginners]

TABLE OF CONTENT
Introduction 00:01:38
Part 1 - How to setup a local GPU environment 00:02:45
- Full list of Python Packages 00:05:38
Part 2 - How to convert YOLO to Tensorflow 00:07:27
Part 3 - How to detect, recognize and track multiple objects 00:10:54
Part 4 - Programming exercise
- Multiple Object Tracking 00:21:02
- Multiple Object Tracking with historical trajectory 01:07:03
- Multiple Object Tracking - Counter (Gate) 01:15:55
- Multiple Object Tracking - Counter (Zone) 01:25:17

Github : https://github.com/emasterclassacademy/Single-Multiple-Custom-Object-Detection-and-Tracking

Subscribe : https://www.youtube.com/channel/UCtfTf1nNJQ4PbUDqj-Q48rw

#python #tensorflow #yolov3