dataset collection for transfer learning

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

    If you are interested, there are open source solutions on top of Unity, Blender, Unreal. You can generate yourself the data you described easier than it looks (the amount of options and settings can be intimidating with these tools).

  • BlenderProc

    A procedural Blender pipeline for photorealistic training image generation

    If you are interested, there are open source solutions on top of Unity, Blender, Unreal. You can generate yourself the data you described easier than it looks (the amount of options and settings can be intimidating with these tools).

  • 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.

  • unrealcv

    UnrealCV: Connecting Computer Vision to Unreal Engine

    If you are interested, there are open source solutions on top of Unity, Blender, Unreal. You can generate yourself the data you described easier than it looks (the amount of options and settings can be intimidating with these tools).

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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