Infinigen

Infinigen is a groundbreaking procedural generator of 3D scenes designed by the Princeton Vision & Learning Lab. Leveraging the power of Blender, this free and open-source tool (BSD 3-Clause License) specializes in creating diverse, high-quality 3D training data for computer vision research. With its development continuously evolving, Infinigen stands as a dynamic addition to the field of computer vision and 3D modeling.

Main Features

• Procedural Generation: Constructs scenes from scratch using mathematical rules, ensuring every shape and material, from large structures to minute details, is unique and varied.
• Diverse Scene Creation: Capable of generating a wide range of natural scenes including plants, animals, and terrains, as well as phenomena like fire, clouds, and rain. It’s designed to grow further, eventually covering built environments and man-made objects.
• Real Geometry: Unlike some tools that simulate detail, Infinigen ensures all details are genuine, producing accurate 3D ground truth essential for computer vision research.
• Automatic Annotations: Provides high-quality annotations for computer vision tasks like optical flow, depth mapping, and panoptic segmentation, with customization options available for users.

Use Cases

Infinigen’s primary application is in computer vision research, where it aids in generating varied and realistic 3D training data. Its capabilities are crucial for tasks such as object detection, semantic segmentation, and 3D scene understanding.

Pricing and Free Trial

• Free Tier:
  • $0 per month
  • Unlimited public/private repositories
  • Basic CI/CD minutes
  • Limited storage
  • Community support
  • Essential security and maintenance updates

• Team Tier:
  • About $4.67 per user/month (billed annually)
  • Includes all Free features
  • Additional CI/CD minutes
  • More storage
  • Access to advanced team collaboration features
  • Web-based support

• Enterprise Tier:
  • Around $19.25 to $21 per user/month (with a possible discount for the first 12 months)
  • Includes all Team features
  • Enterprise-level security and compliance features
  • Centralized management for multiple organizations
  • Premium support options
  • Higher limits for CI/CD minutes
  • Large storage options