daniilidis-group / spherical-cnnLinks
Demo code for the paper "Learning SO(3) Equivariant Representations with Spherical CNNs"
☆297Updated 3 years ago
Alternatives and similar repositories for spherical-cnn
Users that are interested in spherical-cnn are comparing it to the libraries listed below
Sorting:
- Spherical CNNs on Unstructured Grids Using Parameterized Differential Operators☆168Updated last year
- 3D Point Capsule Networks☆293Updated 3 years ago
- Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds☆172Updated 4 years ago
- point set generative adversarial nets☆146Updated 7 years ago
- PyTorch implementation of cvpr2019 paper "Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres".☆149Updated 3 years ago
- Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds☆91Updated 5 years ago
- implementation "Escape from Cells: Deep Kd-Networks for The Recognition of 3D Point Cloud Models" in pytorch☆118Updated 7 years ago
- Demo source code for the paper "Equivariant Multi-View Networks".☆57Updated 2 years ago
- Spherical CNNs☆962Updated 9 months ago
- [ECCV'18] 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation☆211Updated 3 years ago
- Rotation Invariant Convolutions for 3D Point Clouds Deep Learning☆57Updated 5 years ago
- SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018☆344Updated 4 years ago
- Code for Pointwise Convolutional Neural Networks, CVPR 2018☆130Updated 5 years ago
- The reference implementation of "Unsupervised Learning of Shape and Pose with Differentiable Point Clouds"☆157Updated 6 years ago
- Kd-Networks☆33Updated 7 years ago
- Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds vi…☆59Updated 5 years ago
- Tangent Convolutions for Dense Prediction in 3D☆122Updated 6 years ago
- SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)☆267Updated 4 years ago
- Computations involving Lie groups and harmonic analysis☆204Updated 6 months ago
- Differentiable RANSAC: Learning Robust Line Fitting☆227Updated 6 years ago
- ☆136Updated last year
- 3D Deep Learning works☆143Updated 6 years ago
- Demo source code for the paper "Spin-Weighted Spherical CNNs".☆23Updated 3 years ago
- Repository for 3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image [BMVC 2018]☆115Updated 6 years ago
- Tensorflow/Keras code for the article (Effective Rotation-invariant Point CNN with Spherical Harmonics kernels) :☆34Updated 4 years ago
- ShapeNet Viewer☆189Updated 6 years ago
- SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters☆72Updated 6 years ago
- Repo for the paper "GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects"☆119Updated 4 years ago
- A learned sampling approach for point clouds (CVPR 2019)☆179Updated last year
- Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018☆117Updated 6 years ago