28 lines
757 B
Markdown
28 lines
757 B
Markdown
|
# Crowdsourced Field Verification
|
||
|
|
|
||
|
|
VIMS instance for crowdsourced-verification.
|
||
|
|
|
||
|
|
## Related Article
|
||
|
|
[/insights/ground-truth-crowdsourced-verification/](https://landvex.com/insights/ground-truth-crowdsourced-verification/)
|
||
|
|
|
||
|
|
## Anomaly Classes
|
||
|
|
- verification_complete
|
||
|
|
- discrepancy_found
|
||
|
|
- location_mismatch
|
||
|
|
- quality_issue
|
||
|
|
- new_construction
|
||
|
|
|
||
|
|
## 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/crowdsourced-verification/predict`
|
||
|
|
- WebSocket: `ws://host/ws/crowdsourced-verification/alerts`
|