HydroScan

Prototype to analyze water photos/videos and compute Potability and Confidence scores. Single start command serves a web UI and API.

• Entry point: python WebInterface/app.py
• Health check: GET /health
• UI: GET /

Setup

• Python 3.x
• Install dependencies:

python -m pip install -r requirements.txt

Notes

• On first run, the app may attempt to fetch Places365 assets. If automatic download fails, place files manually:
  • WebInterface/backend/Models/Place365/deploy_resnet152_places365.prototxt
  • WebInterface/backend/Models/Place365/resnet152_places365.caffemodel
• History is persisted under history/ by default.

Development

• Routers live in WebInterface/API/
• Backend pipeline lives in WebInterface/backend/
• Frontend assets in WebInterface/frontend/