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FROM python:3.10-slim
# Set working directory
WORKDIR /app
COPY . .
# Install system dependencies
RUN apt-get update && apt-get install -y \
git \
ffmpeg \
libsm6 \
libxext6 \
g++ \
build-essential \
cmake \
python3-dev \
wget \
&& rm -rf /var/lib/apt/lists/*
# Upgrade pip
RUN pip install --upgrade pip
# Install PyTorch (CPU build for Hugging Face free tier)
RUN pip install torch==2.0.1+cpu torchvision==0.15.2+cpu --index-url https://download.pytorch.org/whl/cpu
# Install Python deps
RUN pip install -r requirements.txt
# Install Detectron2
RUN pip install 'git+https://github.com/facebookresearch/detectron2.git'
# Clone & install SAM2
RUN git clone https://github.com/facebookresearch/segment-anything-2.git && \
pip install -e segment-anything-2
# Copy your custom config
COPY sam2.1_hiera_l.yaml /app/sam2.1_hiera_l.yaml
# Install gdown to fetch Google Drive models
RUN pip install gdown
# Download SAM2.1 model weight
RUN gdown --id 1b35mcBfjonS7O5k2RF9xZgtAzCwjn-WE -O /app/sam2.1_hiera_large.pt
# Expose FastAPI port
EXPOSE 7860
# Start FastAPI app
CMD ["uvicorn", "app3:app", "--host", "0.0.0.0", "--port", "7860"]