Dockerfile

# Use an official Python runtime as a parent image
FROM python:3.8-slim

# Set environment variables
ENV PYTHONUNBUFFERED=1
ENV PYTHONDONTWRITEBYTECODE=1

# Set working directory
WORKDIR /app

# Install system dependencies
RUN apt-get update && apt-get install -y \
    libgl1-mesa-glx \
    libglib2.0-0 \
    && rm -rf /var/lib/apt/lists/*

# Copy requirements file
COPY requirements.txt .

# Install Python dependencies
RUN pip install --no-cache-dir -r requirements.txt

# Copy the project files
COPY . .

# Create necessary directories
RUN mkdir -p ANPR_IND Helmet-Detect-model

# Expose the port the app runs on
EXPOSE 7860

# Command to run the application
CMD ["python", "app.py"]