Welcome to TensorFlow3d Transforms’s documentation!
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
Much inspiration for this project is taken from PyTorch3D