2D to 3D Image Converter

A web application that converts 2D images to 3D models using advanced depth estimation techniques and machine learning.

Features

• Upload 2D images via a simple drag-and-drop interface
• Convert images to 3D models with realistic depth
• Three visualization modes:
  • 3D Model: Detailed mesh with texture mapping
  • Textured 3D: Spherical model with normal and displacement mapping
  • Point Cloud: 3D point cloud representation with depth-based positioning
• Download generated 3D models in GLB/OBJ format
• Responsive design that works on desktop and mobile

Tech Stack

Frontend

• React.js with Next.js App Router
• Three.js and React Three Fiber for 3D rendering
• Tailwind CSS for styling
• TypeScript for type safety

Backend

• Python with FastAPI
• PyTorch for ML models
• MiDaS for depth estimation
• OpenCV for image processing
• Trimesh for 3D mesh generation

Installation

Frontend

# Clone the repository
git clone https://github.com/SUBHADIPMAITI-DEV/2D-to-3D-Image-Converter.git
cd 2d-to-3d-converter

# Install dependencies
npm install

# Run the development server
npm run dev

Demo Image :