# Cost of Stale Data Detection

VIMS instance for cost-stale-data.

## Related Article
[/insights/calculate-cost-of-stale-data/](https://landvex.com/insights/calculate-cost-of-stale-data/)

## Anomaly Classes
- outdated_signage
- closed_business
- changed_hours
- wrong_pricing
- obsolete_info

## Quick Start

1. Add training images to `data/raw/`
2. Annotate using LabelImg (YOLO format)
3. Run preprocessing: `python src/detector.py`
4. Train model: `python src/detector.py --train`
5. Run inference: `python src/detector.py --predict data/test/image.jpg`

## API

Once deployed, access via:
- REST: `POST /api/cost-stale-data/predict`
- WebSocket: `ws://host/ws/cost-stale-data/alerts`