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--- |
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title: Cloudzy Image Processor |
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emoji: 🐨 |
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colorFrom: yellow |
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colorTo: red |
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sdk: docker |
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pinned: false |
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--- |
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# Cloudzy AI Photo Intelligence Service |
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[huggingface url](https://huggingface.co/spaces/brightening-eyes/cloudzy-image-processor) |
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A backend software solution for the **Cloudzy AI Challenge**. This service provides a scalable, local-first API for photo management, featuring automated AI analysis, semantic search, and demographic facial recognition. |
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## 📋 Project Overview |
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This project implements a cloud-based photo management service. The system is designed so that using AI for image analysis is mandatory. Unlike traditional keyword search, this system enables semantic search using vector embeddings. |
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### Key Features |
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* **📷 Photo Upload & Storage:** Async processing allows for immediate UI feedback while heavy AI tasks run in the background. |
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* **🧠 Auto-Captioning:** Uses **BLIP** to generate descriptive sentences and tags for every photo. |
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* **🔍 Semantic Search:** Uses **CLIP** embeddings stored in **ChromaDB** to rank photos by relevance to natural language queries. |
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* **👤 Smart Feature (Face Analytics):** Uses **InsightFace** to detect faces, estimate age/gender, and auto-tag images. |
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* **💻 Built-in UI:** A lightweight web interface to test uploading and searching without external tools. |
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