PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Repository Index
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A PyTorch Library for Accelerating 3D Deep Learning Research
- pytorch
- 3d-deep-learning
- neural-networks
- differentiable-rendering
3D visualization and mesh analysis for science and engineering
- vtk
- python
- visualization
- 3d
A python module for scientific analysis of 3D data based on VTK and Numpy
- 3d-graphics
- vtk
- 3d
- mesh
Automated 3D cell detection in very large images
- microscopy
- cell-detection
- deep-learning
- image-analysis
Automated 3D brain registration with support for multiple species and atlases.
- registration
- atlases
- brain
- neuroscience
A tool for cell instance aware segmentation in densely packed 3D volumetric images
- segmentation
- deep-learning
- bioinformatics
- neural-network
Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy
- biology
- fluorescence
- image-analysis
- image-processing