Published February 13, 2023 | Version v0.1.0
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Rishit-dagli/3d-transforms: 3D Transforms v0.1.0

Authors/Creators

Description

The initial release of 3D Transforms with rotation conversions and operation for SO(3) group. TensorFlow3D Transforms is a library to easily make 3D transformations and work with 3D data. This library originally started as a few functions here and there for my own work which I then turned into a library.

TensorFlow3D Transforms is designed to integrate smoothly with deep learning methods for predicting and manipulating 3D data. For this reason, all operators in TensorFlow3D Transforms:

  • Are implemented using TensorFlow tensors
  • Can handle minibatches of hetereogenous data
  • Can be differentiated
  • Can utilize GPUs for acceleration
📄Documentation

Visit the documentation of this project to get more information in detail.

📚Examples

Visit the Quickstart for this project to see some examples and use this library easily.

Files

Rishit-dagli/3d-transforms-v0.1.0.zip

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Additional details

Related works

Is supplement to
https://github.com/Rishit-dagli/3d-transforms/tree/v0.1.0 (URL)