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Running
File size: 936 Bytes
06e799e 4e8e262 06e799e 4b189b5 06e799e 4e8e262 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 | FROM python:3.10-slim
WORKDIR /app
# Install system dependencies
RUN apt-get update && apt-get install -y \
gcc \
g++ \
libhdf5-dev \
&& rm -rf /var/lib/apt/lists/*
# Upgrade pip first
RUN pip install --upgrade pip
# Copy requirements and install lightweight packages first
COPY requirements.txt .
# Install packages separately to handle large downloads better
RUN pip install --default-timeout=1000 --no-cache-dir flask flask-cors
# Install TensorFlow CPU (smaller and faster to download than GPU version)
RUN pip install --default-timeout=1000 --no-cache-dir tensorflow-cpu==2.15.0
# Install remaining packages
RUN pip install --default-timeout=1000 --no-cache-dir keras==2.15.0 numpy==1.26.4 pillow
# Copy application code
COPY app.py .
# Copy templates folder
COPY templates/ ./templates/
# Copy model files
COPY models/ ./models/
# Expose port
EXPOSE 8002
# Run the application
CMD ["python", "app.py"]
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