Benny

Pointnet_Pointnet2_pytorch. PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

EverybodyDanceNow_reproduce_pytorch. Everybody dance now reproduced in pytorch

2DPASS. 2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) :fire:

PointASNL. PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling （CVPR 2020）

3DGNN_pytorch. 3D Graph Neural Networks for RGBD Semantic Segmentation

JS3C-Net. Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion (AAAI 2021)

GACNet. Pytorch implementation of 'Graph Attention Convolution for Point Cloud Segmentation'

DuReader_QANet_BiDAF. Using QANet and BiDAF on DuReader datasets

Scorecard-Modeling. Use Machine learning to build scorecard model

Urban3D-2021-2nd. The 2nd solution (68.1 mIoU) for 1st Urban3D challenge.

CLEVR3D. CLEVR3D Dataset: Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation

awesome-point-cloud-analysis-2020. A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!

Fast-style-transfer-Tensorflow. Perceptual Losses for Real-Time Style Transfer and Super-Resolution

DeepLearning-Study. My deeplearning case study

RobustLidarSeg. HTML

3D-Machine-Learning. A resource repository for 3D machine learning

PointCapsNet. Python

yanx27.

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

pyGAT. Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

3DGNN. Jupyter Notebook

CapsNet. CapsNet (from "Dynamic Routing Between Capsules") implemented in pytorch.

attention. some attention implements

pytorch-book. PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

yanx27.github.io. HTML

practicalAI. 📚A practical approach to learning machine learning.

SensatUrban. 🔥Urban-scale point cloud dataset (CVPR 2021)

CapsNet_pytorch. This CapsNet implemented by pytorch