Building an AI-Powered Smart Gallery with Django & Face Recognition (Like Google Photos)
Автор: Projectworlds
Загружено: 2025-12-08
Просмотров: 216
Описание:
In this video, I demonstrate Ai SmartGallery—a powerful, self-hosted Digital Asset Management system I built using Python and Django.
Unlike standard photo galleries, this app uses high-end Computer Vision (InsightFace) to automatically detect faces, cluster them into people groups (using DBSCAN), and even allows for "Visual Search" (searching by selfie).
📄 Read the Full Technical Blog & Code:
👉 https://projectworlds.com/building-an...
🚀 Key Features Demoed:
✅ Face Clustering: Automatically groups thousands of photos by person.
✅ Visual Search: Upload a photo of a friend to find them instantly in your library.
✅ Smart Events: Auto-groups photos into timelines based on date/time gaps.
✅ AI Collages: Intelligently crops photos around faces to create perfect layouts.
✅ Privacy First: 100% self-hosted logic. No data sent to Big Tech.
🛠️ Tech Stack:
Backend: Django 5.0 (Python)
AI Models: InsightFace (Buffalo_L), ONNX Runtime
Logic: OpenCV, NumPy, Scikit-Learn (DBSCAN)
UI: HTML5, CSS3 (Glassmorphism), JavaScript
💼 Need Custom AI Development?
I specialize in building complex web applications with integrated AI features. If you need a custom solution or SaaS MVP developed:
📩 Contact Me: https://projectworlds.com/contact
🌐 My Portfolio: https://projectworlds.com
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