Claude
2ab9ed7559
- Use onnxruntime>=1.17.0 (fixed executable stack issues, no execstack needed) - Use rembg>=2.0.70 with BiRefNet model support - Update all remove-background endpoints to use birefnet-general model - BiRefNet provides better edge detection and matting quality than u2net - Falls back to default model if BiRefNet unavailable
69 lines
2.0 KiB
Docker
69 lines
2.0 KiB
Docker
# ==============================================================================
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# AI Photo Edit - Unified Container
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# Builds miniPaint frontend and serves it alongside FastAPI backend
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# ==============================================================================
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# Stage 1: Build miniPaint frontend
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FROM node:20-alpine AS frontend-build
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WORKDIR /frontend
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# Copy package files and install dependencies
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COPY frontend/package.json frontend/package-lock.json* ./
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RUN npm install
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# Copy frontend source and build
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COPY frontend/ ./
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RUN npm run build
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# Stage 2: Python backend with frontend static files
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FROM python:3.11-slim
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WORKDIR /app
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# Install system dependencies for OpenCV, rembg, SAM, and image processing
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# Note: onnxruntime 1.17+ fixed executable stack issues, no longer need execstack
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RUN apt-get update && apt-get install -y \
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libgl1 \
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libglib2.0-0 \
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libsm6 \
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libxext6 \
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libxrender-dev \
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libgomp1 \
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wget \
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git \
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&& rm -rf /var/lib/apt/lists/*
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# Copy requirements and install Python dependencies
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COPY backend/requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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# Verify rembg loads correctly (model downloads on first use)
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# rembg now supports BiRefNet models which are state-of-the-art for background removal
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RUN python -c "from rembg import remove; print('rembg ready')" || echo "WARNING: rembg not available - Remove Background will be disabled"
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# Copy backend application
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COPY backend/ .
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# Copy entrypoint script
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COPY backend/entrypoint.sh /entrypoint.sh
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RUN chmod +x /entrypoint.sh
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# Copy scripts
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COPY scripts/ /scripts/
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# Copy miniPaint frontend files from stage 1
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COPY --from=frontend-build /frontend/index.html /app/static/
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COPY --from=frontend-build /frontend/dist /app/static/dist
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COPY --from=frontend-build /frontend/images /app/static/images
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COPY --from=frontend-build /frontend/src/css /app/static/src/css
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# Create data directories
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RUN mkdir -p /app/data/projects /app/data/patches /app/data/models
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# Expose port
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EXPOSE 8000
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# Use entrypoint script
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ENTRYPOINT ["/entrypoint.sh"]
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