MSL-Project / Dockerfile
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Update to more accurate model with scaler normalization
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FROM python:3.9-slim
WORKDIR /app
# Install system dependencies required by OpenCV and MediaPipe
RUN apt-get update && apt-get install -y \
libglib2.0-0 \
libsm6 \
libxext6 \
libxrender-dev \
libgomp1 \
libgl1 \
&& rm -rf /var/lib/apt/lists/*
# Copy requirements and install Python dependencies
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
# Copy application files
COPY app.py .
COPY model.py .
COPY preprocessing.py .
COPY trained_model.pth .
COPY scaler.bin .
# Expose port 7860 (Hugging Face Spaces default)
EXPOSE 7860
# Set environment variables
ENV PYTHONUNBUFFERED=1
# Run the application
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]