Are there any tools to generate images and labels from 3d models/games?

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

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  • com.unity.perception

    Perception toolkit for sim2real training and validation in Unity

  • kubric

    A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

  • Blender addons like https://github.com/google-research/kubric and https://github.com/DLR-RM/BlenderProc

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • BlenderProc

    A procedural Blender pipeline for photorealistic training image generation

  • Blender addons like https://github.com/google-research/kubric and https://github.com/DLR-RM/BlenderProc

  • EasySynth

    Unreal Engine plugin for easy creation of synthetic image datasets

  • Unreal: https://github.com/ydrive/EasySynth

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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