B.4: NVIDIA kaolin tools and resources

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• Short Description: NVIDIA Kaolin library provides a PyTorch API for working with a variety of 3D representations and includes a growing collection of GPU-optimized operations such as modular differentiable rendering, fast conversions between representations, data loading, 3D checkpoints and more.

• Reference, URL: https://github.com/NVIDIAGameWorks/kaolin

• Applicable Business Category: MAnufacturing : WEEE & Battery

• Application in relevant Projects/Initiatives: N.A.

• Asset Type: Library (Datasets / ML model / Utilities)

• AI Breadth: DL, computer vision

• Learning Ability: Supervised & Unsupervised learning

• Related technologies: N.A

• Applicable Research Area: Physical AI

• Applicable Technical Category: Machine Learning

• License Information: Apache License 2.0 (Apache-2.0)

• Related to circularity and sustainability: No

• Audience: Manufacturers



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