com.unity.perception

Dataset generator

Generates synthetic datasets for training and validation in computer vision

Perception toolkit for sim2real training and validation in Unity

GitHub

928 stars
37 watching
178 forks
Language: C#
last commit: almost 2 years ago
Linked from 1 awesome list

computer-visiondeep-learningdetectiondomain-randomizationmachine-learningobject-detectionperceptionpose-estimationsegmentationsynthetic-dataset-generation

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
unity-technologies/autolodAutomatically simplifies and optimizes 3D models for efficient rendering on various hardware configurations1,870
nvidia/dataset_synthesizerGenerates synthetic images and associated data for training deep learning models574
unity-technologies/unity-robotics-hubA repository providing tools and resources for robotic simulation in Unity.2,081
unity-technologies/unity.mathematicsA C# math library providing vector types and math functions with a shader-like syntax for use in Unity and other graphics applications.1,392
unity-technologies/inputsystemAn extension package to Unity providing a system to configure game actions and access input devices.1,438
gamegrind/binary-save-for-unityA utility for serializing and deserializing data in Unity projects35
unity-technologies/unityrenderstreamingProvides Unity's high-quality rendering capabilities over the web using WebRTC technology.1,324
ashual/scene_generationA PyTorch implementation of a deep learning-based method for generating interactive scenes with specified object attributes and relations188
worldofzero/unityvisualizationsA collection of Unity shaders and visual effects used to create immersive environments and visualizations.598
ollieboyne/blendersynthA Python library for generating synthetic 3D datasets using Blender with custom features for rich per-pixel information and multiview rendering.64
unity-technologies/superscienceA repository of experimental algorithms and techniques for improving XR (Extended Reality) performance and precision.719
cleanlab/cleanvisionAutomatically detects issues in image datasets to improve computer vision models1,038
shuttle-hq/synthA tool for generating realistic data from a declarative configuration language1,392
unity-technologies/com.unity.formats.alembicAn importer and exporter plugin for Unity that uses the Alembic data format for vertex cache and simulation data storage798
unity-technologies/com.unity.multiplayer.samples.coopA cooperative multiplayer game sample built on Unity's new networking framework to teach developers about creating similar games.1,635