Project Title
CompreFace — Leading Free and Open-Source Face Recognition System
Overview
CompreFace is a leading free and open-source face recognition system that can be easily integrated into any system without prior machine learning skills. It provides a REST API for various face-related tasks and is easily deployable with Docker. The system is based on state-of-the-art methods and libraries like FaceNet and InsightFace, making it a robust solution for face recognition needs.
Key Features
- REST API for face recognition, verification, detection, landmark detection, mask detection, head pose detection, age, and gender recognition
- Role management system for controlling access to Face Recognition Services
- Docker-based application for easy deployment as a standalone server or in the cloud
- Supports different models working on both CPU and GPU
Use Cases
- Security systems for access control and surveillance
- Customer demographic analysis in retail environments
- Social media platforms for user verification and content moderation
- Healthcare for patient identification and record management
Advantages
- Open-source and free, allowing for community contributions and cost-effective implementation
- Easy integration and deployment with Docker support
- Supports a wide range of face-related functionalities through its REST API
- Utilizes state-of-the-art methods and libraries for high accuracy
Limitations / Considerations
- The project's license is currently unknown, which may affect its use in certain commercial applications
- Performance may vary depending on the model and hardware used (CPU vs. GPU)
- As with any facial recognition system, ethical considerations and privacy concerns must be addressed
Similar / Related Projects
- OpenCV: A comprehensive computer vision library that includes face recognition capabilities but requires more setup and expertise.
- Face Recognition API: A simpler, Python-based face recognition system that is easy to use but may not offer the same level of functionality as CompreFace.
- DeepFace: A deep learning-based face recognition system that offers high accuracy but requires significant computational resources.
Basic Information
- GitHub: https://github.com/exadel-inc/CompreFace
- Stars: 7,036
- License: Unknown
- Last Commit: 2025-11-16
📊 Project Information
- Project Name: CompreFace
- GitHub URL: https://github.com/exadel-inc/CompreFace
- Programming Language: Java
- ⭐ Stars: 7,036
- 🍴 Forks: 975
- 📅 Created: 2020-07-06
- 🔄 Last Updated: 2025-11-16
🏷️ Project Topics
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🔗 Related Resource Links
📚 Documentation
- Documentation
- How to Use CompreFace
- Face Services and Plugins
- Rest API Description
- Postman documentation and collection
- Face Recognition Similarity Threshold
- Configuration
- Architecture and Scalability
- Custom Builds
- Face data migration
- User Roles System
- Face Mask Detection Plugin
- Gathering Anonymous Statistics
- Installation Options
🎥 Video Tutorials
🌐 Related Websites
This article is automatically generated by AI based on GitHub project information and README content analysis