Need data for machine learning?

Or thousands of 3D models for a game or film?

No more data scarcity for computer vision!

Shape Grammar

Generate with Shape Grammars

  • Define any object with shape grammars
  • Create thousandss of models procedurally
  • Intuitive and easy-to-learn rules

Machine-Learning Oriented

  • Automatically generate labels
  • Segmentation and bounding boxes
Get Started Now
Machine Learning

Generate Models

Using Shape Grammars

Render Images

Ray-Traced and Photo-Realistic

Create Labels

Ready to Train Your ML Model

Powerful City Generation System

Node System

Road Networks

  • Procedurally generate road networks
  • Intuitive parameters; few but expressive
  • Import maps from OpenStreetMap
  • Decorate with street lights and traffic signs

Populate Your City

  • Instance custom meshes and materials easily
  • Specialized tools for creating buildings
  • Procedurally place cameras with the grammar
Utilities

Demo Video

Creating shape grammars is a breeze!

Node System

Easy to Edit

  • Use intuitive no-code node system
  • Or use Python-based text representation
  • Switch between nodes or text anytime
  • Extend the grammar with Python API

Helpful Utilities

  • Mass-generate from a grammar with a single click
  • Export labels and models in mass
  • 3D editor utilities for faster editing
Utilities

Infinite data for your ML model

Node System

Labeled for You

  • Labels are automatically created
  • View segmentation labels in real time
  • Export 2D and 3D Bounding boxes
  • Separate object instances optionally

Common Standards Supported

  • Open and widespread standards are used
  • Segmentation labels as EXR
  • Label metadata and bounding boxes as JSON
  • Mass-generated models as glTF
Standards

The ProGeCT Team

We are the infamous https://is.gd/WVZvnI team!

Developers

  • İlker Işık
  • Mehmet Utku Düzen
  • Muhammed Can Erbudak
  • Batuhan Karaca
  • Oğuzhan Öztaşkın

Supervisors

  • Veysi İşler
  • Erol Şahin

News

Updated Site and Video

The site has been updated with better responsive design and more content about our project. A new demo video is released.