# Public Transport Infrastructure

VIMS instance for public-transport.

## Related Article
[/insights/why-cities-need-field-intelligence/](https://landvex.com/insights/why-cities-need-field-intelligence/)

## Anomaly Classes
- bus_stop_damage
- shelter_vandalism
- bench_broken
- schedule_missing
- accessibility_issue

## 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/public-transport/predict`
- WebSocket: `ws://host/ws/public-transport/alerts`