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Project Progress

Son güncelleme: 2026-04-15 Repo: https://github.com/kocaemre/stai Sprint: Tek günlük yoğun geliştirme

🎯 Genel Durum

Takım Durum Branch / PR
Backend 🟢 Siamese model entegre, end-to-end inference çalışıyor main
Frontend 🟢 Dashboard merge'lendi — WS + REST entegrasyonu tam ✅ PR #1 merged
ML 🟢 Siamese + golden sample + backend entegre ✅ PR #2 merged
Physical Input 🟢 Arduino + DroidCam → POST /inspect çalışıyor ✅ PR #3 merged
RobotStudio 🟡 Kod + setup guide hazır, arkadaş kendi PC'sinde kuracak main
Test & Demo 🟡 docs/DEMO.md + run_all.ps1 hazır; demo günü akışı yazılı main

Legend: 🟢 hazır · 🟡 devam ediyor · 🔴 bloklu · ⚪ başlamadı

✅ Tamamlananlar

Backend

  • FastAPI iskelet + lifespan
  • POST /inspect — multipart image → CNN stub → decision → robot komut → WS broadcast
  • /ws/dashboard WebSocket manager + broadcast helper
  • GET/PUT /api/config (runtime threshold override)
  • GET /api/stats (total, defects, avg latency, robot + model durumu)
  • GET /health
  • Async TCP robot controller — reconnect + heartbeat watchdog + send lock
  • Pluggable ML inference — .pt yoksa stub mode (pipeline akar)
  • SQLAlchemy async: inspections, defects, events + SQLite
  • /data/incoming/*.jpg static mount (Live Feed için)
  • Smoke test suite (backend/tests/test_smoke.py) — 10 test, ~500ms, pytest-asyncio + httpx ASGI
  • Commit'ler: f11933b (iskelet), f4f49dc (review fix), 9a91b84 (image path fix)

Frontend — PR #1 merged

  • Next.js 15 + React 19 + Recharts + Lucide
  • WebSocket /ws/dashboard — 3s auto-reconnect
  • /health 5s polling → status badges
  • /api/stats 10s polling → running avg latency
  • Threshold slider → debounced PUT /api/config
  • Stat cards, timeline area chart (bucket aggregation), pie chart, live feed, event log
  • Backend kapalıyken simulation fallback (demo için)

Docs

  • docs/API.md — REST + WebSocket contract
  • docs/PROTOCOL.md — Socket protokolü (RobotStudio için)
  • docs/MODEL_CARD.md — taslak: interface contract hazır, metrics ML takımı doldurur
  • Root README.md — monorepo map, branch stratejisi, entegrasyon tablosu
  • Her takımın klasöründe README

🔜 Sırada

Kritik yol (herkes paralel)

  1. Physical Input → mevcut prototipi physical/ altına commit, POST /inspect'e bağla
  2. RobotStudio → station kurulumu + RAPID socket server (port 1025)
  3. ML → MVTec AD + ResNet50 + Focal Loss → .pt export → backend/models/'e
  4. Test & Demo → test senaryoları + final report iskelet

Backend — gelen entegrasyonlara hazır

  • ML .pt gelince → backend/models/defect_detector.pt kopyala + restart
  • RobotStudio hazır olunca → .env'de ROBOT_ENABLED=true
  • Frontend zaten bağlı

🔌 Entegrasyon Checkpoint'leri

Checkpoint Durum
Frontend ↔ Backend (REST + WS) ✅ DONE
Physical ↔ Backend (POST /inspect) ⏳
ML ↔ Backend (.pt load) ⏳
RobotStudio ↔ Backend (TCP socket) ⏳
End-to-end (Physical → ML → Robot → Dashboard) ⏳
10-parça full test ⏳

📊 Commit Log

9a91b84 Fix inspection.image path for frontend consumption
f4f49dc Backend self-review fixes
f11933b Initial scaffold: backend + monorepo structure
+ squashed: feat(frontend): Next.js 15 dashboard (PR #1)