# QUIXZOOM Active Learning Report

Generated: 2026-06-28T12:40:14.401386

## Metrics

| Metric | Value | Target |
|--------|-------|--------|
| Raw images | 0 | 100,000 |
| Weak annotations | 0 | 1,000,000 |
| Human reviewed | 0 | 100,000 |
| Gold annotations | 0 | 100,000 |
| Training iterations | 0 | - |
| mAP@50 | 0.00 | 0.90 |
| mAP@50-95 | 0.00 | 0.70 |

## Pipeline Status

- Raw data collection: NEEDS DATA
- Weak supervision: NEEDS DATA
- Human review: NEEDS REVIEW
- Gold dataset: NEEDS MORE
- Model training: NOT STARTED
- Deployment: NEEDS IMPROVEMENT

## Next Steps

1. Collect more raw data from Bangkok and Torrevieja
2. Run weak supervision on new data
3. Prioritize human review of uncertain predictions
4. Train model when gold dataset reaches 1000
5. Deploy when mAP@50 reaches 0.9