Adriano/Shape_Model_2D
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3 Commits

Author SHA1 Message Date
Adriano 46e9941488 deploy: PORT/HOST configurabili in .env + .env.example versionato 
- .env: aggiunte vars PORT=8080, HOST=127.0.0.1, REGISTRY, TAG
- docker-compose.yml: usa ${PORT:-8080} sia per container env che per
  traefik loadbalancer.server.port (coerenza)
- .env.example: template versionato con valori default sicuri
  (.env resta in .gitignore, non committato)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-04-24 16:24:42 +02:00
Adriano b83e577eab feat: thumbnail picker custom per selezione modello/scena 
- GET /folder_image/{filename}?w=N: PNG ridotto cache 1h
- Frontend: 2 thumb-picker al posto dei select (thumb + nome + caret)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-04-24 11:10:35 +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