Sostituisce GUI cv2/tkinter con webapp standalone:
Server (pm2d/web/server.py):
- FastAPI + uvicorn
- Endpoint: GET /, POST /upload, POST /match, POST /auto_tune,
GET /image/{id}/raw
- In-memory image store (uuid-based)
- Rendering annotated server-side via opencv (overlay bbox + edges
template warpati)
Frontend (pm2d/web/static/):
- index.html: layout 3 colonne (MODELLO | SCENA | PARAMETRI) + footer
legenda
- style.css: tema dark, CSS grid responsive
- app.js: canvas HTML5 per visualizzazione scalata fit,
ROI selection con drag mouse, form parametri live,
MATCH button, Auto-tune button
Parametri modificabili INLINE (niente dialog separata).
Enter su qualsiasi campo triggera MATCH.
Legenda match in fondo con pallino colorato + dati.
main.py ora lancia il server webapp. Deprecato ingresso GUI cv2
(pm2d/gui.py resta importable per backward compat).
Test: /match su rings_and_nuts: 3/3 ruote in 1.14s (train 0.36s + find 0.77s).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
