Upload Group Photo for AI Processing
AI Processing Demo
How AI Attendance Works:
This demo simulates AI logic. In production, integrate with real AI services.
Simulated AI Processing:
Step 1: Upload Photo
System receives group photo
Step 2: Face Detection
AI detects faces in the photo
Step 3: Feature Analysis
Analyzes uniforms, helmets, accessories
Step 4: Staff Matching
Matches with registered staff database
Step 5: Attendance Marking
Auto-marks detected staff as present
Real AI Integration Options:
- Google Vision API: OCR text detection from photos
- Azure Face API: Face recognition service
- OpenCV: Open-source computer vision
- Custom ML Model: Train on your own data
Expected AI Output (Demo)
{
"status": "processing_complete",
"faces_detected": 24,
"staff_identified": 18,
"confidence_scores": {
"average_confidence": 0.85,
"uniform_detection": 0.78,
"helmet_recognition": 0.91
},
"detection_method": "uniform_color_matching",
"message": "Attendance auto-marked for 18 staff members"
}