Real-Time People Counting with YOLOv8, OpenCV, and Python

سرفصل های دوره

Real-Time People Entry and Exit Tracking for Effective Occupancy Management with Python & Computer Vision

1 - Intro to Real-Time People Tracking for Efficient Occupancy Management

1 -Course Introduction and Features

2 - Environment Setup for Python Development

1 -Installing Python

2 -VS Code Setup for Python Development

3 - Understanding the YOLOv8 Algorithm

1 -Deep Dive into YOLOv8 for Object Detection

1 -People Entry and Exit Tracking.zip

4 - Setting Up and Exploring Essential Packages

1 -Explanation of Required Packages for YOLOv8

5 - Key Variables and Their Role in YOLOv8

1 -Understanding and Customizing Key Variables in YOLOv8

6 - People Counting Logic and Function Implementation

1 -People Counting Logic Function Implementation

7 - Accessing and Using Line Coordinates for Tracking

1 -Line Coordinate File Access and Parsing

8 - Implementing People Counting with YOLOv8 Model Inference

1 -Code Walkthrough for People Counting Using YOLOv8

9 - Tkinter Implementation for Real-Time People Counting

1 -Tkinter Implementation for Real-Time People Counting

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تولید کننده: Udemy