Flux3D.jl is a 3D vision library, written completely in Julia. This package utilizes Flux.jl and Zygote.jl as its building blocks for training 3D vision models and for supporting differentiation. This package also have support of CUDA GPU acceleration with CUDA.jl.

Features

  • Batched Data structure for 3D data like PointCloud, TriMesh and VoxelGrid for storing and computation
  • Transforms and general utilities for processing 3D structures
  • Metrics for defining loss objectives and predefined 3D models
  • Easy access to loading and pre-processing standard 3D datasets
  • Visualization utilities for PointCloud, TriMesh and VoxelGrid
  • Inter-Conversion between different 3D structures

Project Samples

Flux3D.jl Screenshot 1

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Categories

Data Visualization, Libraries

License

MIT License

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Additional Project Details

Programming Language

Julia

Related Categories

Julia Data Visualization Software, Julia Libraries

Registered

2023-12-07
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