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NVIDIAGameWorks/kaolin

kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

View on GitHub↗Upstream NVIDIAGameWorks/kaolin↗

Builder

NVIDIAGameWorks

NVIDIAGameWorks

NVIDIAGameWorks • individual

Stars

5,134

Using upstream star count

Forks

628

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Nov 14, 2019

Project creation date

README Summary

Kaolin: A Pytorch Library for Accelerating 3D Deep Learning Research

Community Evaluation

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AI Dev Skills

Unmapped

3D Computer Vision3D Data Augmentation3D Object Detection3D Reconstruction3D Scene Understanding3D Shape AnalysisDifferentiable RenderingGeometric Deep LearningMesh ProcessingNeural RenderingPoint Cloud ProcessingVoxel-based Learning

Tags

3D Computer Vision3D Data Augmentation3D Object Detection3D Reconstruction3D Scene Understanding3D Shape AnalysisDifferentiable RenderingGeometric Deep LearningMesh ProcessingNeural RenderingPoint Cloud ProcessingVoxel-based LearningAWSCurated ListData ScienceDeep LearningEvalsForkedGPU / CUDAImmersive MediaJupyterPoint Cloud / 3D VisionPyTorchReal-Time / StreamingSimulationTutorial

Taxonomy

AI Trends

Geometric Deep LearningNeural RenderingDifferentiable Programming

category

Inference & ServingModel TrainingEvals & BenchmarkingComputer VisionRoboticsSpatial & XRCloud & PlatformsLearning ResourcesIndustry: GamingData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premise

Industries

Autonomous VehiclesRoboticsGamingAR/VRMedical ImagingManufacturingArchitecture

Modalities

3D

Skill Areas

3D Computer VisionGeometric Deep Learning3D Object Detection3D Scene UnderstandingPoint Cloud ProcessingMesh ProcessingVoxel-based Learning3D ReconstructionNeural Rendering3D Shape AnalysisDifferentiable Rendering3D Data Augmentation

tag

3D ReconstructionAWSCurated ListData ScienceDeep LearningEvalsForkedGPU / CUDAImmersive MediaJupyterPoint Cloud / 3D VisionPyTorchReal-Time / StreamingSimulationTutorial

Use Cases

3D Object ClassificationPoint Cloud Segmentation3D Shape GenerationMesh Reconstruction3D Scene AnalysisVolumetric Data Processing3D Model OptimizationSpatial Understanding3D Data Visualization

Recent Activity

Updated 4 months ago

7 Days

0

30 Days

0

90 Days

0

add importer / exporter for usd transforms, support in gaussians (#954)

Caenorst • Mar 19, 2026

659baf9

Coupling Newton physics with Simplicits. (#953)

Vismay • Mar 19, 2026

7963eb7

get buffer directly from usd-core for loading images, extend to support for usdz (#951)

Caenorst • Mar 17, 2026

7274b0b

Quality

research
Quality
high
Maturity
research

Categories

Model TrainingPrimaryEvals & BenchmarkingInference & ServingComputer VisionRoboticsData Science & AnalyticsOther AI / MLSpatial & XRCloud & PlatformsLearning ResourcesIndustry: Gaming

PM Skills

Scale & ReliabilityData & Evaluation

Languages

Python100.0%

Timeline

Project created
Nov 14, 2019
Forked
Mar 22, 2026
Your last push
4 months ago
Upstream last push
2 months ago
Tracked since
Mar 19, 2026

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