basketball-highlight / Dockerfile
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FROM python:3.10-slim
WORKDIR /app
RUN apt-get update && apt-get install -y \
ffmpeg \
git \
fonts-noto-cjk \
fontconfig \
&& rm -rf /var/lib/apt/lists/*
COPY requirements.txt .
# 先安装核心运行依赖(必须成功)
RUN pip install --no-cache-dir \
torch torchvision --index-url https://download.pytorch.org/whl/cpu \
&& pip install --no-cache-dir \
fastapi==0.115.0 \
uvicorn[standard]==0.30.0 \
python-multipart==0.0.9 \
PyJWT==2.9.0 \
passlib==1.7.4 \
httpx==0.27.0 \
pyyaml==6.0.2 \
python-dotenv==1.0.1 \
aiosqlite==0.20.0 \
ffmpeg-python==0.2.0 \
opencv-python-headless==4.10.0.84 \
numpy==1.26.4 \
Pillow==10.4.0 \
librosa==0.10.2 \
ultralytics==8.2.0 \
transformers==4.44.0 \
moviepy==1.0.3 \
'scenedetect[opencv]==0.6.4' \
scipy==1.14.1 \
deep-sort-realtime==1.3 \
onnxruntime==1.19.0
# 再安装可选依赖(允许部分失败,不影响核心功能)
RUN pip install --no-cache-dir \
paddleocr==2.9.1 \
paddlepaddle==2.6.2 \
pyautoflip==0.1.4 \
|| echo "Warning: some optional packages failed to install"
COPY . /app
# 合并篮筐检测 ONNX 模型分块(方案 F)
RUN mkdir -p /app/models/hoop && \
cat /app/models/hoop/chunks/best.onnx.part00 \
/app/models/hoop/chunks/best.onnx.part01 \
/app/models/hoop/chunks/best.onnx.part02 \
> /app/models/hoop/best.onnx && \
rm -rf /app/models/hoop/chunks && \
ls -lh /app/models/hoop/best.onnx
RUN mkdir -p /app/data
EXPOSE 7860
ENV SPACE_URL=https://hiro1997-basketball-highlight.hf.space
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860", "--timeout-keep-alive", "300"]