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3d-machine-learning

A resource repository for 3D machine learning

asis

Associatively Segmenting Instances and Semantics in Point Clouds

awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

awesome-point-cloud-learning

A curated list of papers & resources linked to deep learning on point clouds.

baidupcs

百度网盘命令行工具。The terminal utility for Baidu Network Disk.

caffe

Caffe: a fast open framework for deep learning.

caffe-model

Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks

caffe-yolo

Caffe for YOLO

centertrack

Simultaneous object detection and tracking using center points.

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

frcnn

Faster R-CNN / R-FCN, C++ version based on Caffe

free-programming-books

:books: Freely available programming books

fuzzy-test

graph-cnn-in-3d-point-cloud-classification

Code for A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018)

kitti-dataset

Examination of the KITTI dataset.

kitti-pcl

Code to use the KITTI (http://www.cvlibs.net/datasets/kitti) data set with PCL

maskrcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

ml-tutorial-experiment

Coding the Machine Learning Tutorial for Learning to Learn

models

Models built with TensorFlow

mtcnn-caffe

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

pcl

pcl-1

Point Cloud Library (PCL)

point-cloud-annotation-tool

pointnet-autoencoder

Autoencoder for Point Clouds

pointnetvlad

PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition, CVPR 2018

pu-net

PU-Net: Point Cloud Upsampling Network, CVPR, 2018 (https://arxiv.org/abs/1801.06761)

sgpn

SGPN:Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation, CVPR, 2018

simple-test

this is a self test on github!

so-net

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018