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Perception

The Perception package provides a toolkit for generating large-scale datasets for perception-based machine learning training and validation. It is focused on a handful of camera-based use cases for now and will ultimately expand to other forms of sensors and machine learning tasks.

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Documenation

Click here to set up a Perception project

Click here to get the started with Perception

Suggested IDE Setup

For closest standards conformity and best experience overall, JetBrains Rider or Visual Studio w/ JetBrains Resharper are suggested. For optimal experience, perform the following additional steps:

  • To allow navigating to code in all packages included in your project, in your Unity Editor, navigate to Edit -> Preferences... -> External Tools and check Generate all .csproj files.
  • To get automatic feedback and fixups on formatting and naming convention violations, set up Rider/JetBrains with our Unity standard .dotsettings file by following these instructions.
  • If you use VS Code, install the Editorconfig extension to get automatic code formatting according to our convention

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Perception toolkit for sim2real training and validation

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