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3d-adv-pc

Generating 3D Adversarial Point Clouds

3d-machine-learning

A resource repository for 3D machine learning

3d-prnn

Torch implementation for ICCV 17 paper: "3D-PRNN, Generating Shape Primitives with Recurrent Neural Networks"

3d_cnn_tensorflow

KITTI data processing and 3D CNN for Vehicle Detection

3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

aymanmukh

Config files for my GitHub profile.

ddn

Deep Declarative Networks

frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

libigl

Simple C++ geometry processing library.

lifting

mdcnn

3D Convolutional Neural Network (CNN) for volumetric inputs. Matlab framework supporting 2D and 3D kernels

modelnet-cnn

Training a 3D CNN on the ModelNet10 dataset using Keras.

modepooling

Implementation of mode pooling

mvcnn

Multi-view CNN (MVCNN) for shape recognition

mvcnn_pytorch

MVCNN on PyTorch

npy-matlab

Experimental code to read/write NumPy .NPY files in MATLAB

o-cnn

O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis

ocnet.pytorch

Please star the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!

pcpnet

Pytorch implementation of PCPNet

pl-net3d

PL-Net3D: Robust 3D Object Class Recognition Using Geometric Models

pointconv

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

r-scnn

code for the paper: Robust Object Classification Approachusing Spherical Harmonics

shapesph

Shape Spherical Harmonics (Descriptors, Alignment, and Symmetry)

spfn

superquadric_parsing

Code for "Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids", CVPR 2019