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| title: Cloudzy AI Photo Management | |
| emoji: 📸 | |
| colorFrom: blue | |
| colorTo: purple | |
| sdk: docker | |
| pinned: true | |
| Cloudzy AI Photo Management | |
| Cloudzy is a cloud-based photo management service with AI-powered analysis and semantic search. It allows users to upload photos, automatically analyzes them using AI models, and provides intelligent features such as semantic search and creative AI-generated insights. | |
| 🚀 Objective | |
| Build a photo management service with the following requirements: | |
| Photo Upload and Storage | |
| POST /upload: Receive a photo, store it, and generate a unique ID. | |
| GET /photo/:id: Return metadata including upload date, file name, and AI-generated tags and captions. | |
| AI-Powered Analysis | |
| Each uploaded photo must use a vision model (local or API-based) to produce: | |
| Tags (at least 5 relevant) | |
| Caption (short descriptive sentence) | |
| Embedding vector (for semantic search) | |
| Semantic Search | |
| GET /search?q=... : Return photos ranked by semantic similarity using embeddings. | |
| Mandatory AI-Powered Smart Feature | |
| Include at least one creative AI-powered feature, e.g.: | |
| Album generation | |
| Daily summaries | |
| Emotion/facial recognition | |
| AI Usage Report | |
| Document where and how AI was used | |
| Provide prompts and model inputs | |
| Explain how model outputs were refined | |
| 📂 Example Workflow | |
| Upload a photo via /upload. | |
| The system generates: | |
| Tags and captions using AI | |
| Embeddings for semantic search | |
| Retrieve photo metadata via /photo/:id. | |
| Search for photos with /search?q=<query> to find semantically similar images. | |
| Enjoy AI-powered smart features like automatic album generation or summaries. | |
| 🤖 AI Usage | |
| This project integrates AI in multiple stages: | |
| Tagging and Captioning: Vision model automatically labels photos and generates descriptive captions. | |
| Embedding Generation: Produces vector representations for semantic search. | |
| Creative AI Features: Enhances user experience, e.g., grouping similar photos into albums or summarizing daily uploads. | |
| 📌 Notes | |
| The service is designed for mandatory AI usage—all main features leverage AI models. | |
| This README uses Hugging Face Spaces front matter to define metadata, including color, emoji, and SDK type. | |