Adriano/Shape_Model_2D
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3 Commits

Author SHA1 Message Date
Adriano 71a364a1fd deploy: Dockerfile + docker-compose Traefik per VPS pm.tielogic.xyz 
Dockerfile (multi-arch, python 3.13-slim):
- uv copiato da ghcr.io/astral-sh/uv per install deps
- System deps: libgl1 libglib2.0-0 (cv2) + libgomp1 (numba)
- uv sync --frozen --no-dev da uv.lock
- ENV: IMAGES_DIR=/data/images, HOST=0.0.0.0, PORT=8080
- HEALTHCHECK su GET /images ogni 30s

docker-compose.yml:
- Service pm2d con image ${REGISTRY}/pm2d:${TAG}
- Volume ./images:/data/images (persistenza upload/UI)
- Network esterna 'traefik' (adattare se diverso)
- Labels Traefik:
  - Router HTTPS Host(pm.tielogic.xyz) entrypoint websecure TLS letsencrypt
  - Middleware bodysize 50MB (upload multipart)
  - Redirect HTTP->HTTPS automatico

main.py: HOST/PORT da env (default 127.0.0.1:8080 per dev locale).

README: sezione Deploy con build/push/run su VPS.

.dockerignore: esclude .venv, Test/, benchmarks/, md files.

Build + smoke test container: OK su port 18080.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-04-24 15:55:16 +02:00
Adriano fd7585acc5 feat: interfaccia web HTML (FastAPI + canvas JS) 
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>
 2026-04-24 09:06:25 +02:00
Adriano b9a4d51fac feat: PM2D standalone shape-based matcher 
Programma standalone Pattern Matching 2D con GUI cv2/tk + algoritmo
puro riusabile. Due backend:

- LineShapeMatcher (default): porting Python di line2Dup (linemod-style)
  - Gradient orientation quantized 8-bin modulo π + spreading
  - Feature sparse top-magnitude con spacing minimo
  - Score via shift-add vettorizzato numpy (O(N_features·H·W))
  - Piramide multi-risoluzione con pruning varianti al top-level
  - Supporto mask binaria per modello non-rettangolare

- EdgeShapeMatcher (fallback): Canny + matchTemplate multi-rotazione

GUI separata da algoritmo. Benchmark clip.png (13 istanze):
  - Edge backend:  84s, 6/13 score ~0.3
  - Line backend:  4.1s, 13/13 score 0.98-1.00

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-04-24 00:46:59 +02:00