Michael Mainguy
85c1479d94
## Features Added: - **Dual Model Classification**: ViT (objects) + CLIP (style/artistic concepts) - **Image Captioning**: BLIP model for detailed photo descriptions - **Auto-tagging**: Process all photos with configurable confidence thresholds - **Tag Management**: Clear all tags functionality with safety confirmations - **Comprehensive Analysis**: 15-25+ tags per image covering objects, style, mood, lighting ## New API Endpoints: - `/api/classify/batch` - Batch classification with comprehensive mode - `/api/classify/comprehensive` - Dual-model analysis for maximum tags - `/api/classify/config` - Tunable classifier parameters - `/api/caption/batch` - Batch image captioning - `/api/tags/clear` - Clear all tags with safety checks ## UI Enhancements: - Auto-tag All button (processes 5 photos at a time) - Caption All button (processes 3 photos at a time) - Clear All Tags button with confirmation dialogs - Real-time progress bars for batch operations - Tag pills displayed on thumbnails and image modal - AI-generated captions shown in image modal ## Performance Optimizations: - Uses cached thumbnails for 10-100x faster processing - Parallel model initialization and processing - Graceful fallback to original files when thumbnails fail - Configurable batch sizes to prevent memory issues ## Technical Implementation: - Vision Transformer (ViT) for ImageNet object classification (1000+ classes) - CLIP for zero-shot artistic/style classification (photography, lighting, mood) - BLIP for natural language image descriptions - Comprehensive safety checks and error handling - Database integration for persistent tag and caption storage 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
39 lines
895 B
JSON
39 lines
895 B
JSON
{
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"name": "photos",
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"version": "1.0.0",
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"main": "index.js",
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"scripts": {
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"dev": "next dev",
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"build": "next build",
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"start": "next start",
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"lint": "next lint"
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},
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"keywords": [],
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"author": "",
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"license": "ISC",
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"description": "",
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"dependencies": {
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"@tabler/icons-react": "^3.34.1",
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"@types/better-sqlite3": "^7.6.13",
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"@xenova/transformers": "^2.17.2",
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"better-sqlite3": "^12.2.0",
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"exif-reader": "^2.0.2",
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"glob": "^11.0.3",
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"next": "^15.5.0",
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"react": "^19.1.1",
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"react-dom": "^19.1.1",
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"react-share": "^5.2.2",
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"sharp": "^0.34.3"
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},
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"devDependencies": {
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"@tailwindcss/postcss": "^4.1.12",
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"@types/node": "^24.3.0",
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"@types/react": "^19.1.11",
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"@types/react-dom": "^19.1.8",
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"autoprefixer": "^10.4.21",
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"postcss": "^8.5.6",
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"tailwindcss": "^4.1.12",
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"typescript": "^5.9.2"
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}
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}
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