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FROM python:3.11-slim
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# Install system dependencies
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RUN apt-get update && apt-get install -y \
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git \
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wget \
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libgl1-mesa-glx \
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libglib2.0-0 \
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&& rm -rf /var/lib/apt/lists/*
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# Set working directory
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WORKDIR /app
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# Copy the GroundingDINO code
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RUN git clone https://github.com/IDEA-Research/GroundingDINO.git .
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# Install dependencies and the package
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RUN pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
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RUN pip install transformers==4.35.2
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RUN pip install fastapi uvicorn python-multipart supervision opencv-python-headless huggingface_hub
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RUN pip install -e .
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# Create weights directory and download Swin-B weights
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RUN mkdir -p weights && \
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wget -O weights/groundingdino_swinb_cogcoor.pth https://github.com/IDEA-Research/GroundingDINO/releases/download/v0.1.0-alpha2/groundingdino_swinb_cogcoor.pth && \
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cp groundingdino/config/GroundingDINO_SwinB_cfg.py weights/GroundingDINO_SwinB_cfg.py
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# Copy the application code
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COPY main.py .
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# Expose port 7860 (Hugging Face Spaces default)
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EXPOSE 7860
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# Run the application
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CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
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