GitHub topics: spherical-cnn
brian-hepler-phd/Spherical-CNN
Interactive exploration of equivariant neural networks on homogeneous spaces, with a focus on the sphere S² as SO(3)/SO(2). From Lecture 8 of the Lie groups course with Quantum Formalism
Language: Jupyter Notebook - Size: 733 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 15 - Forks: 2
Shape-Lab/SPHARM-Net
SPHARM-Net: Spherical Harmonics-based Convolutional Neural Network
Language: Python - Size: 75.2 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 97 - Forks: 5
cedrickchee/s2cnn Fork of jonkhler/s2cnn
Spherical CNNs
Language: Python - Size: 85 KB - Last synced at: 3 days ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0
twmitchel/MobiusConv
Official PyTorch implementation of Möbius Convolutions for Spherical CNNs [SIGGRAPH 2022].
Language: Python - Size: 604 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 1
twmitchel/TS2Kit
Differentiable Spherical Harmonic Transforms in PyTorch
Language: Python - Size: 531 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 2
ilwoolyu/SphericalLabeling
SphericalLabeling: Cortical Surface Labeling using Spherical Data Augmentation and Context-aware Training
Language: Python - Size: 36.1 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1
bourcierj/deepsphere
PyTorch implementation of "DeepSphere: a Graph-based Spherical CNN", Defferard et al., 2019.
Language: Python - Size: 2.92 MB - Last synced at: 7 months ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0
