| | --- |
| | |
| | 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** |
| |
|
| |
|
