Implement complete AI Photo Edit tool with mask-scoped regeneration
This commit implements a full-stack AI photo editing application that allows users to regenerate only selected areas of images using AI. Features implemented: - Frontend (React + Fabric.js): * Interactive canvas with selection tools (rectangle, ellipse, lasso) * Real-time selection preview and editing * Mode toggle (A: patch only, B: patch + context) * Feather slider for edge blending (0-50px) * Prompt input for AI instructions * Edit history viewer with revert capability * Responsive UI with dark theme - Backend (FastAPI): * RESTful API for projects and edits * SQLite database for metadata storage * Image processing pipeline with PIL/OpenCV * AI provider interface (pluggable) * Support for OpenAI, Stability AI, and mock providers * Feathered alpha blending for smooth compositing * Complete edit history tracking * File-based storage for images and edits - Image Processing: * Patch extraction from bounding boxes * Mask generation for all selection types * Feathered edge blending * Patch compositing back to full image * No pixels modified outside selection * All edits reversible - Infrastructure: * Docker Compose orchestration * Production and development configurations * Nginx reverse proxy for frontend * Hot-reload support for development * Volume persistence for data Architecture follows specification exactly: - Only selected regions are regenerated - Full image pixels preserved outside mask - Two-mode operation (cost vs quality) - Complete edit history and reversibility - Self-hosted with external AI API calls All components are fully functional and ready for deployment.
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version: '3.8'
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services:
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backend:
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build:
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context: ./backend
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dockerfile: Dockerfile
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container_name: ai-photo-edit-backend-dev
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ports:
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- "8000:8000"
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volumes:
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- ./data:/app/data
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- ./backend:/app
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environment:
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- DATABASE_URL=sqlite:///./data/ai_photo_edit.db
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- SECRET_KEY=dev-secret-key-change-in-production
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- AI_PROVIDER=${AI_PROVIDER:-mock}
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- OPENAI_API_KEY=${OPENAI_API_KEY:-}
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- STABILITY_API_KEY=${STABILITY_API_KEY:-}
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- CORS_ORIGINS=http://localhost:5173,http://localhost:3000,http://localhost
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command: uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload
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restart: unless-stopped
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networks:
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- ai-photo-edit-network
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frontend:
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build:
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context: ./frontend
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dockerfile: Dockerfile.dev
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container_name: ai-photo-edit-frontend-dev
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ports:
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- "5173:5173"
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volumes:
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- ./frontend:/app
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- /app/node_modules
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environment:
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- VITE_API_BASE_URL=http://localhost:8000
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depends_on:
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- backend
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restart: unless-stopped
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networks:
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- ai-photo-edit-network
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networks:
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ai-photo-edit-network:
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driver: bridge
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