# Real Estate Condition Assessment VIMS instance for real-estate-condition. ## Related Article [/insights/real-estate-due-diligence-observed-reality/](https://landvex.com/insights/real-estate-due-diligence-observed-reality/) ## Anomaly Classes - facade_damage - roof_issue - window_broken - entrance_condition - parking_lot_state ## 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/real-estate-condition/predict` - WebSocket: `ws://host/ws/real-estate-condition/alerts`