https://github.com/thecoderpinar/super-heatmapper-project
A comprehensive video analysis and heatmap generation tool based on Ultralytics YOLOv8.
https://github.com/thecoderpinar/super-heatmapper-project
artificial-intelligence computer-vision image-processing machine-learning opencv programming python real-time-object-detection yolo
Last synced: 6 months ago
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A comprehensive video analysis and heatmap generation tool based on Ultralytics YOLOv8.
- Host: GitHub
- URL: https://github.com/thecoderpinar/super-heatmapper-project
- Owner: ThecoderPinar
- License: mit
- Created: 2023-12-20T16:38:31.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-12-20T16:43:06.000Z (about 2 years ago)
- Last Synced: 2025-02-09T04:16:16.419Z (11 months ago)
- Topics: artificial-intelligence, computer-vision, image-processing, machine-learning, opencv, programming, python, real-time-object-detection, yolo
- Language: Python
- Homepage: https://docs.ultralytics.com/guides/heatmaps/
- Size: 19.5 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md
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README
# 🚀 Super Heatmapper Project
## 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.
## 🚀 Getting Started
### Installation
Clone the repository and install the required dependencies:
```bash
pip install -r requirements.txt
```
### Usage
Run the main script to start video analysis and heatmap generation:
```bash
python main_script.py
```
# ⚙️ 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.
# 📄 License
This project is licensed under the MIT License - see the LICENSE file for details.
# 🙌 Acknowledgments
Hat tip to anyone whose code was used
Inspiration
etc.