| # Use the official Python image as a base | |
| FROM python:3.9-slim | |
| # Install system dependencies for OpenCV and wget | |
| RUN apt-get update && apt-get install -y libgl1-mesa-glx libglib2.0-0 wget && rm -rf /var/lib/apt/lists/* | |
| # Set working directory inside the container | |
| WORKDIR /app | |
| # Copy and install dependencies | |
| COPY requirements.txt . | |
| RUN pip install --no-cache-dir -r requirements.txt | |
| # Download model weights from Hugging Face | |
| RUN wget -O best_swin_upernet_main.pth "https://huggingface.co/samyakshrestha/swin-medical-segmentation/resolve/main/best_swin_upernet_main.pth?download=true" | |
| # Copy the rest of the app code | |
| COPY . . | |
| # Expose the port | |
| EXPOSE 8000 | |
| # Run FastAPI with uvicorn | |
| CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"] |