Sunshinnnne329's repositories
3D-Machine-Learning
A resource repository for 3D machine learning
3D-Point-Cloud-and-2D-Reprojection
This is the assignment of COMP 558, 3D point cloud and Rotation Translation. Please do not plagiarize, as it violate the honor codes.
cpf_segmentation
Constrained Plane Fitting library for unsupervised segmentation of 3D point clouds
Digital-Forestry-Toolbox
A collection of digital forestry tools for Matlab/Octave
FastPointCloudSegmentation
A modified implementation of the point cloud segmentation method described in: http://ieeexplore.ieee.org/document/7989591/
gramm
Gramm is a powerful visualization toolbox which allows to quickly create complex, publication-quality figures in Matlab, and is inspired by R's ggplot2 library. As a reference to this inspiration, gramm stands for GRAMmar of graphics for Matlab.
have-fun-with-machine-learning
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
lectures
Oxford Deep NLP 2017 course
LiDARVF
LiDARVF is the repository dedicated to the implementation of a scanning LiDAR to detect obstacles and produce repulsive vector fields.
matconvnet
MatConvNet: CNNs for MATLAB
matconvnet-calvin
Code for several state-of-the-art papers in object detection and semantic segmentation.
nanoflann
nanoflann: a C++11 header-only library for Nearest Neighbor (NN) search wih KD-trees
octnet
OctNet: Learning Deep 3D Representations at High Resolutions
orion
ORION: Orientation-boosted Voxel Nets for 3D Object Recognition
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
PointCloud-CRF
Conditional Random Fields label refine on pointcloud
pointcloud-semantic-segmentation
Simple baseline in Keras for semantic segmentation of point clouds
PointCloudProcessTool
Some tools for point cloud segmentation/filtering/classification/recognition/detection...
PointCloudSegmentation
A point cloud segmentation algorithm based on clustering analysis
PRMLT
Matlab code for algorithms in PRML book
python_for_data_analysis_2nd_chinese_version
《利用Python进行数据分析·第2版》
semantic3dnet
Point cloud semantic segmentation via Deep 3D Convolutional Neural Network
Supervoxel-for-3D-point-clouds
A no dependency, header-only, license free, fast supervoxel segmentation library for 3D point clouds
Vehicle_Detection_Recognition
This is a Matlab lesson design for vehicle detection and recognition. Using cifar-10Net to training a RCNN, and finetune AlexNet to classify. Thanks to Cars Dataset:http://ai.stanford.edu/~jkrause/cars/car_dataset.html
VGS-Segmentation
The source code for point cloud segmentation.
Vote3Deep_lidar
Implementation of Vote3Deep algorithm on KITTI Object detection data to reproduce the current benchmark results.