YOLOv8 LIVE: Real-Time Video Analytics

Introduction

What it does: YOLOv8 LIVE empowers users to effortlessly build real-time video analytics applications. This project harnesses the capabilities of YOLOv8 for robust object detection and Supervision for a seamless workflow.

Key Benefits:

• Real-time processing: Analyze video streams instantly, enabling immediate insights and actions.
• Customizable object detection: Train YOLOv8 on your dataset to identify specific objects of interest.
• Intuitive framework: Supervision simplifies the visualization and refinement of object detection results.

Installation

# Create a Python virtual environment
python3 -m venv venv

# Activate the virtual environment
source venv/bin/activate

# Install dependencies
pip install -r requirements.txt

Execute

python3 -m main

Built with:

Try it out, and most importantly have fun!

• YOLOv8
• Supervision.