Skip to content

Customising image datasets through Deep Reinforcement Learning Techniques for Big Data Big Impact

Notifications You must be signed in to change notification settings

Nehal70/datagen

Repository files navigation

DataGen - Dataset Tinder

Customizing image datasets through Deep Reinforcement Learning Techniques

Upload 10 images, get 100-200 similar images automatically using AI-powered object detection and image scraping.

Quick Start

  1. Install dependencies:

    npm install
  2. Start the app:

    npm run dev
  3. Open browser: Navigate to http://localhost:3025

  4. Upload images and get results!

Demo

Upload 5 images of black dogs → Get 200 similar black dog images automatically!

Features

  • 🖼️ Image Upload: Drag & drop up to 10 images
  • 🤖 Object Detection: Automatically detects objects in images
  • 🌐 Smart Scraping: Searches for relevant similar images
  • 📊 Real-time Progress: Track processing status
  • 🎨 Gallery View: Browse all scraped images

Tech Stack

  • Next.js 15, React 19, TypeScript
  • Image scraping from multiple sources
  • Local processing (no external services required)

Project Structure

datagen/
├── src/
│   ├── app/
│   │   ├── api/           # API routes
│   │   ├── components/    # React components
│   │   └── lib/           # Utilities
└── package.json

License

Private project - All rights reserved

About

Customising image datasets through Deep Reinforcement Learning Techniques for Big Data Big Impact

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 3

  •  
  •  
  •