π YOLOv12 Face Detection
Next-Gen face detection with Attention Mechanism
Detect Faces in Image
π±οΈ Click to upload or drag & drop
Supported: JPG, PNG, GIF
No file selected
Processing...
Faces Detected:
0
Detect Faces in Video
π±οΈ Click to upload or drag & drop
Supported: MP4, AVI, MOV, MKV
No file selected
Processing video... This may take a while
Live Webcam Detection
πΉ Webcam Feed
π― Detection Results
Click βΆοΈ Start Detection
Status
π΄ Inactive
Faces Detected
0
FPS
0
Duration
0.0s
About YOLOv12 Models
π Model Comparison
YOLOv12 Nano (n)
Fastest (Real-time) - Best for Webcam
YOLOv12 Small (s)
Balanced - Good for Video
YOLOv12 Medium (m)
High Accuracy - For Analysis
YOLOv12 Large (l)
Max Accuracy - For Static Images
π‘ What's new in v12?
- β Attention Mechanism: Better at detecting small/occluded faces
- β Zero-Shot Generalization: Works well in diverse lighting
- β Optimized Architecture: Higher accuracy at same speed as v8
π§ API Endpoints
POST /api/detect-image - Detect faces in image
POST /api/detect-video - Detect faces in video
GET /api/models - List available models
GET /api/health - Health check
POST /api/feedback - Submit feedback
GET /api/download/<filename> - Download processed files