kidney-classifier / Dockerfile
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Deploy KidneyDL CT Scan Classifier
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FROM python:3.11-slim
# Keeps Python output unbuffered so logs appear immediately in Docker
ENV PYTHONUNBUFFERED=1 \
PYTHONUTF8=1 \
PIP_NO_CACHE_DIR=1 \
PIP_DISABLE_PIP_VERSION_CHECK=1
WORKDIR /app
# System libraries required by TensorFlow, OpenCV, and image processing
RUN apt-get update && apt-get install -y --no-install-recommends \
libglib2.0-0 \
libsm6 \
libxrender1 \
libxext6 \
libgl1 \
&& rm -rf /var/lib/apt/lists/*
# Install Python dependencies first so this layer is cached between code changes
COPY requirements.txt .
RUN pip install --upgrade pip && \
pip install -r requirements.txt
# Copy the full project and install the cnnClassifier package
COPY . .
RUN pip install -e .
# Directory for uploaded scan images at runtime
RUN mkdir -p uploads
EXPOSE 7860
CMD ["python", "app.py"]