7c43e4580d
- FastAPI backend with async SQLAlchemy - Camera RTSP management (add, start, stop) - Vehicle detection (YOLO + fast-alpr) - Type: car, motorcycle, truck, jeepney - Color detection (HSV) - License plate OCR - Motorcycle person count - Face detection + InsightFace ArcFace embedding - pgvector identity grouping (auto-cluster same face) - Vehicle + person movement trail APIs - Docker Compose with pgvector/pg16 - Models: Camera, VehicleIdentity, VehicleEvent, PersonIdentity, FaceEvent
28 lines
697 B
Plaintext
28 lines
697 B
Plaintext
# Web framework
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fastapi==0.115.0
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uvicorn[standard]==0.30.6
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pydantic==2.9.2
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pydantic-settings==2.5.2
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# Database
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sqlalchemy[asyncio]==2.0.35
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asyncpg==0.29.0
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pgvector==0.3.2
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alembic==1.13.3
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# AI / Computer Vision
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ultralytics==8.3.0 # YOLOv8/v11 vehicle + person detection
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fast-alpr==0.2.0 # License plate recognition
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insightface==0.7.3 # Face detection + recognition (ArcFace)
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opencv-python-headless==4.10.0.84
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numpy==1.26.4
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onnxruntime-gpu==1.19.2 # GPU inference (use onnxruntime for CPU-only)
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# Optional: GPU acceleration
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# torch>=2.0 (install separately with CUDA support)
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# Utilities
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python-multipart==0.0.9 # File uploads
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aiofiles==24.1.0
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httpx==0.27.2
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