Dockerfile

FROM pytorch/pytorch:2.2.2-cuda12.1-cudnn8-runtime

WORKDIR /app

COPY requirements.txt /app/requirements.txt
RUN pip install --no-cache-dir -r /app/requirements.txt

COPY app /app/app
COPY src /app/src
COPY artifacts /app/artifacts

ENV MODEL_PATH=/app/artifacts/model_best.pt
ENV THRESHOLD=0.5

EXPOSE 7860

CMD ["uvicorn", "app.api:app", "--host", "0.0.0.0", "--port", "7860"]