70 lines
1.6 KiB
Text
70 lines
1.6 KiB
Text
# =============================================================================
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# Multi-Class Segmentation API - Requirements
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# =============================================================================
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# ===== CORE WEB FRAMEWORK =====
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fastapi==0.115.14
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uvicorn==0.35.0
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starlette==0.46.2
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pydantic==2.11.7
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pydantic_core==2.33.2
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python-multipart==0.0.20 # uploads FastAPI
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# ===== STREAMLIT =====
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streamlit==1.46.1
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altair==5.5.0 # utilisé par Streamlit
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blinker==1.9.0 # dépendance Streamlit
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# ===== HTTP CLIENTS =====
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requests==2.32.4
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httpx==0.28.1 # utilisé en interne par FastAPI
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httpcore==1.0.9
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h11==0.16.0
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# ===== MACHINE LEARNING CORE (PyTorch) =====
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torch==2.8.0 # version stable PyTorch
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torchvision==0.23.0 # utile pour les modèles pré-entraînés
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torchaudio==2.8.0 # optionnel (mais recommandé pour compatibilité PyTorch)
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segmentation-models-pytorch==0.5.0
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albumentations==2.0.8
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# version PyTorch de ToTensor
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albumentations[imgaug,opencv]
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numpy>=1.24.0,<2.0.0
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scipy==1.16.0
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scikit-learn==1.7.0
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# ===== COMPUTER VISION =====
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pillow==11.3.0
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opencv-python-headless==4.9.0.80
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scikit-image==0.25.2
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imageio==2.37.0
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# ===== DATA SCIENCE =====
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pandas==2.3.0
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matplotlib==3.10.3
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networkx==3.5
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tifffile==2025.6.11
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lazy_loader==0.4
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# ===== MLFLOW & MODEL REGISTRY =====
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mlflow==3.2.0
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mlflow-skinny==3.2.0
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mlflow-tracing==3.2.0
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# ===== AWS/S3 SUPPORT =====
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boto3==1.39.2
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botocore==1.39.2
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s3transfer==0.13.0
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# ===== UTILITIES =====
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click==8.2.1
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tqdm==4.67.1
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joblib==1.5.1
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python-dateutil
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packaging
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typing_extensions==4.14.0
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# ===== MATPLOTLIB ADDONS =====
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cycler==0.12.1
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fonttools==4.58.5
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