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点云深度学习资料

3d-machine-learning

A resource repository for 3D machine learning

3d-tools

A set of tools for dealing with point clouds representing a forest. Basic object recognition and extraction, calculation of spatial and spectral attributes, automation of data processing, etc.

awesome-point-cloud-analysis

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

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

cvpr2020-paper-code-interpretation

cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

deepin-wine-ubuntu

Deepin Wine for Ubuntu/Debian

deeplearning-models

各种深度学习结构、模型和技巧的集合

deeppointcloud-benchmarks

Pytorch framework for doing deep learning on point clouds.

depth_clustering

:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

dink

🚕点云深度学习框架 | Point cloud Deep learning Framework🚕

diou

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)

forestmetrics

Individual tree segmentation from LiDAR-derived point clouds

frustum-convnet

The PyTorch Implementation of F-ConvNet for 3D Object Detection

github-chinese-top-charts

:cn: GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！（武汉加油！**加油！世界加油！）

kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

kitti_object_vis

KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )

leijiezhang001.github.io

ml_books

includes python-related books and books related to machine learning

open3d

Open3D: A Modern Library for 3D Data Processing

open3d-pointnet2-semantic3d

Semantic3D segmentation with Open3D and PointNet++

pcdet

PCDet Toolbox in PyTorch for 3D Object Detection from Point Cloud

point-cloud-buffers

A semantic segmentation engine for streaming pointcloud data

pointcloudsegmentation

Experiments on point cloud segmentation.

pointcloudsegmentation-1

A point cloud segmentation algorithm based on clustering analysis

pointcloudsegmentation-2