Easy to use plugin that enables generation of ground truth depth, normal, optical flow and semantic images.
EasySynth is an Unreal Engine plugin for the easy creation of image datasets from a moving multi-camera rig, requiring no C++ or Blueprint knowledge. It leverages native Unreal Engine components to create compelling machine learning datasets, without relying on 3rd party tools.
The plugin provides a simple interface for semantic labeling of actors present in the scene and works by automatically starting the rendering of a user-defined level sequence, with different camera post-process settings. Outputs that can be created are the following:
Check out this workflow timelapse for a detailed usage walk-though. Also, check out the latest code on the GitHub repo as well as the installation and the in-depth usage description.
Features:
Code Modules:
Number of Blueprints: 6
Number of C++ Classes: 18
Network Replicated: No
Supported Development Platforms: Linux, Windows
Supported Target Build Platforms: Intended for editor-only usage
Documentation: Consult the GitHub repo
Example Project: EasySynthDemo