---
title: Cloudzy Image Processor
emoji: 🐨
colorFrom: yellow
colorTo: red
sdk: docker
pinned: false
---

# Cloudzy AI Photo Intelligence Service

[huggingface url](https://huggingface.co/spaces/brightening-eyes/cloudzy-image-processor)

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.

## 📋 Project Overview
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.

### Key Features
* **📷 Photo Upload & Storage:** Async processing allows for immediate UI feedback while heavy AI tasks run in the background.
* **🧠 Auto-Captioning:** Uses **BLIP** to generate descriptive sentences and tags for every photo.
* **🔍 Semantic Search:** Uses **CLIP** embeddings stored in **ChromaDB** to rank photos by relevance to natural language queries.
* **👤 Smart Feature (Face Analytics):** Uses **InsightFace** to detect faces, estimate age/gender, and auto-tag images.
* **💻 Built-in UI:** A lightweight web interface to test uploading and searching without external tools.