Ayman Mukhaimar's repositories
3D-Machine-Learning
A resource repository for 3D machine learning
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.
ddn
Deep Declarative Networks
frustum-pointnets
Frustum PointNets for 3D Object Detection from RGB-D Data
modelnet-cnn
Training a 3D CNN on the ModelNet10 dataset using Keras.
ModePooling
Implementation of mode pooling
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!
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)
superquadric_parsing
Code for "Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids", CVPR 2019