# Photo Cross-Reference Report
**Generated:** 2026-05-29

## Database
- assets.db: 7,488 assets

## Photos Scanned
15 files in uploads/photos/

## Results

### Matched (1 photo → 1 asset update)

| Photo | Asset ID | Machine ID | Name | Action |
|-------|----------|------------|------|--------|
| keurig_label.jpg | 5144 | 636671 | 636671 / 956 Cypress Way | ✅ photo_path set to /uploads/photos/keurig_label.jpg |

### Unmatched — For Investigation (2 photos)

**coca_cola_label.jpg** — Coca-Cola branded label
- Extracted IDs: RY10006338, RVCC-660-8, 201037BA00039
- RY10006338 is Royal-pattern serial but not in DB
- 201037BA00039 is Royal serial format; closest DB match: Asset #6815 (A201037BA00030)
- Likely a pulled/retired or unregistered machine

**telemetry_device.jpg** — 4G telemetry device
- Extracted IDs: 4434331624226353 (ICCID), 48602143 (Monyx ID)
- These are telemetry/sim identifiers, not vending machine assets
- Consider tracking in a separate telemetry devices table

### Test Data (3 photos)
- 557ba8d1..., 59dd8174..., a8c7e553...: "Machine 1D 12845-678901" — app test pattern, no DB match

### No Text (9 photos)
- Icon-sized images (100x100 to 200x100): no readable text

## Files Changed
- `/home/oplabs/projects/canteen-asset-tracker/assets.db` — Asset #5144 photo_path updated
- `/home/oplabs/projects/canteen-asset-tracker/scripts/crossref_photos.py` — reusable batch matching script