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
License
MIT LicenseFollow Flux3D.jl
Other Useful Business Software
MongoDB Atlas runs apps anywhere
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.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of Flux3D.jl!