Synthetic image Generation

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

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  • 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 with add-ons (Kubric, BlenderProc)

  • BlenderProc

    A procedural Blender pipeline for photorealistic training image generation

    Blender with add-ons (Kubric, BlenderProc)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • com.unity.perception

    Perception toolkit for sim2real training and validation in Unity

    Unity

  • EasySynth

    Unreal Engine plugin for easy creation of synthetic image datasets

    Unreal

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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