1
0
Fork 0
mirror of https://github.com/immich-app/immich.git synced 2024-12-29 15:11:58 +00:00
immich/machine-learning/Dockerfile
2023-05-17 12:07:17 -05:00

29 lines
778 B
Docker

FROM python:3.10 as builder
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
PIP_NO_CACHE_DIR=true
RUN python -m venv /opt/venv
RUN /opt/venv/bin/pip install torch --index-url https://download.pytorch.org/whl/cpu
RUN /opt/venv/bin/pip install transformers tqdm numpy scikit-learn scipy nltk sentencepiece fastapi Pillow uvicorn[standard]
RUN /opt/venv/bin/pip install --no-deps sentence-transformers
# Facial Recognition Stuff
RUN /opt/venv/bin/pip install insightface onnxruntime
FROM python:3.10-slim
ENV NODE_ENV=production
COPY --from=builder /opt/venv /opt/venv
ENV TRANSFORMERS_CACHE=/cache \
PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
PATH="/opt/venv/bin:$PATH"
WORKDIR /usr/src/app
COPY . .
ENV PYTHONPATH=`pwd`
CMD ["python", "src/main.py"]