Technology

Unity Perception

A toolkit for generating large-scale synthetic datasets in Unity to train and validate computer vision models.

Unity Perception streamlines the creation of high-fidelity synthetic data for machine learning workflows. By leveraging the High Definition Render Pipeline (HDRP), it produces pixel-perfect ground truth for tasks like 2D/3D object detection, semantic segmentation, and keypoint estimation. The package includes automated labeling tools (Labelers), randomized scene parameters (Domain Randomization), and the Perception Camera to export data in the standardized JSON-based Solo format. It eliminates the bottleneck of manual data collection by generating thousands of diverse, perfectly annotated images in minutes.

https://github.com/Unity-Technologies/com.unity.perception

What builders pair with Unity Perception

Projects using both technologies. Select a pairing to see a project.

Built with Unity Perception

CARLA 2 shared projects DALL-E 2 shared projects Isaac Sim 2 shared projects PyTorch 2 shared projects Stable Diffusion 2 shared projects StyleGAN2 2 shared projects

5 more pairings

TensorFlow 2 shared projects 3D Simulation 1 shared project AuraML 1 shared project Cloud Platform 1 shared project Vision-based Models 1 shared project

Pairing: CARLA

Sistema de soporte y asesoría a clientes vía red de agentes de IA generativa

Santiago · February 27, 2025

view project | view CARLA

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