ThecoderPinar / super-heatmapper-project

A comprehensive video analysis and heatmap generation tool based on Ultralytics YOLOv8.

Home Page:https://docs.ultralytics.com/guides/heatmaps/

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πŸš€ Super Heatmapper Project

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Overview

Super Heatmapper Project is not just another heatmap generator; it's your go-to comprehensive video analysis tool! Powered by Ultralytics YOLOv8, this project helps you unravel the mysteries hidden in your data with stunning visualizations.

✨ Features

  • Intuitive Data Visuals: Transform intricate datasets into eye-catching visualizations for easy understanding.

  • Efficient Pattern Detection: Quickly spot trends, clusters, and outliers with heatmap visualizations.

  • Spatial Intelligence: Leverage spatial relationships for smarter decision-making in BI, environmental studies, and urban planning.

πŸš€ Getting Started

Installation

Clone the repository and install the required dependencies:

pip install -r requirements.txt

Usage

Run the main script to start video analysis and heatmap generation:

python main_script.py

βš™οΈ Configuration

  • Heatmap Settings: Customize colormap, alpha value, and other heatmap parameters in the heatmap_settings.yaml file.

  • Object Counting Region: Adjust the region for object counting in the main_script.py file.

🌈 Examples

🀝 Contributing

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests to us.

πŸ“„ License

This project is licensed under the MIT License - see the LICENSE file for details.

πŸ™Œ Acknowledgments

Hat tip to anyone whose code was used Inspiration etc.

About

A comprehensive video analysis and heatmap generation tool based on Ultralytics YOLOv8.

https://docs.ultralytics.com/guides/heatmaps/

License:MIT License


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