--- title: Facerec emoji: 📚 colorFrom: purple colorTo: pink sdk: gradio sdk_version: 5.13.2 app_file: app.py pinned: false tags: - Computer Vision - Image Classification - Object Detection - Image Segmentation - Image-to-Text - Image Feature Extraction - Keypoint Detection - Zero-Shot Object Detection - Feature Extraction - Face Recognition - Identity Verification - Image Processing - Security - Biometrics - Deep Learning - AI - Machine Learning - Neural Networks - Image Recognition - YOLO - MediaPipe - Face Detection - Hand Tracking - Eye Color Detection - Blink Detection --- ## 🚀 Features: - **Face Detection & Recognition** (YOLO + FaceNet) - **Anti-Spoofing** (Laplacian Variance) - **Hand Tracking** (MediaPipe Hands) - **Blink Detection** (MediaPipe FaceMesh) - **Eye Color Detection** (Dominant Color Analysis) - **Customizable Confidence Thresholds** - **User Enrollment & Database Management** ## 🛠 Installation: ```bash pip install -r requirements.txt ``` ## ▶️ Usage: ```bash python app.py ``` ## 🖼 Upload Images: The system only supports **image uploads** (no live video) for efficiency. ## 💡 Technologies Used: - **Gradio** (UI) - **YOLO** (Face Detection) - **DeepSORT** (Face Tracking) - **FaceNet** (Embedding & Recognition) - **MediaPipe** (Hand & Face Analysis) - **OpenCV** (Image Processing) - **Torch** (Deep Learning) ## 🎯 Applications: - **Identity Verification** - **Biometric Security** - **Real-Time Image Analysis** - **User Authentication Systems** - **Human-Computer Interaction**