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

Project Activity

See All Activity >

Categories

Data Visualization, Libraries

License

MIT License

Follow Flux3D.jl

Flux3D.jl Web Site

Other Useful Business Software
MongoDB Atlas runs apps anywhere Icon
MongoDB Atlas runs apps anywhere

Deploy in 115+ regions with the modern database for every enterprise.

MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
Start Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of Flux3D.jl!

Additional Project Details

Programming Language

Julia

Related Categories

Julia Data Visualization Software, Julia Libraries

Registered

2023-12-07
Report inappropriate content