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The Top 23 Machine Learning Point Cloud Open Source Projects

Open source projects categorized as Machine Learning Point Cloud
Categories > Machine Learning > Machine Learning
Categories > Graphics > Point Cloud
Open3d ⭐ 10,396
Open3D: A Modern Library for 3D Data Processing
most recent commit 15 days ago
3d Machine Learning ⭐ 8,647
A resource repository for 3D machine learning
most recent commit a year ago
Awesome Robotic Tooling ⭐ 2,777
Tooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace.
most recent commit 5 months ago
Semantic Segmentation Editor ⭐ 1,576
Web labeling tool for bitmap images and point clouds
most recent commit 8 months ago
Pointcnn ⭐ 1,176
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
most recent commit 3 years ago
Learning Deep Learning ⭐ 943
Paper reading notes on Deep Learning and Machine Learning
most recent commit 4 months ago
Awesome Robotics ⭐ 817
A curated list of awesome links and software libraries that are useful for robots.
most recent commit 3 months ago
Zed Sdk ⭐ 656
⚡️The spatial perception framework for rapidly building smart robots and spaces
total releases 18most recent commit 5 months ago
Awesome 3d Object Detection ⭐ 437
Papers, code and datasets about deep learning for 3D Object Detection.
most recent commit 5 months ago
Zed Unity ⭐ 231
ZED SDK Unity plugin
most recent commit 3 months ago
Flex Convolution ⭐ 93
Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018
most recent commit 5 years ago
Flux3d.jl ⭐ 90
3D computer vision library in Julia
most recent commit a year ago
Vision ⭐ 69
3D Vision functions with end-to-end support for deep learning developers, written in Ivy.
dependent packages 1total releases 16most recent commit 8 months agopypi ivy-vision} Downloads
Occlusions 4d ⭐ 66
Revealing Occlusions with 4D Neural Fields (CVPR 2022) - Official Implementation
most recent commit a year ago
3d Ads ⭐ 53
Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper.
most recent commit a year ago
Multi_part_assembly ⭐ 51
Code Accompany NeurIPS 2022 Dataset Paper: Breaking Bad. A Shape Assembly Benchmark Implemented in PyTorch
most recent commit 5 months ago
Trescope ⭐ 45
Trescope is a comprehensive 3D machine learning development tool devoted to improve developing experience and speed in 3D field, which helps researchers and developers to label, debug, visualize various 3D data
most recent commit 3 years ago
Point2vec ⭐ 40
Self-Supervised Representation Learning on Point Clouds (GCPR 2023 | T4V Workshop @ CVPR 2023)
most recent commit 6 months ago
Occ4cast ⭐ 30
Occ4cast: LiDAR-based 4D Occupancy Completion and Forecasting
most recent commit 6 months ago
Pcc_geo_cnn_v2 ⭐ 26
Improved Deep Point Cloud Geometry Compression
most recent commit 3 years ago
Volumentations ⭐ 25
Augmentation package for 3d data based on albumentaitons
most recent commit 2 years ago
Deep_grasp_demo ⭐ 25
Deep learning for grasp detection within MoveIt.
most recent commit 3 years ago
Pcc_geo_cnn ⭐ 24
Learning Convolutional Transforms for Point Cloud Geometry Compression
most recent commit 4 years ago
The 3 Latest Releases In Machine Learning Point Cloud Open Source Projects
Zed Sdk ⭐ 656
⚡️The spatial perception framework for rapidly building smart robots and spaces
total releases 18latest release September 25, 2023most recent commit 5 months ago
Vision ⭐ 69
3D Vision functions with end-to-end support for deep learning developers, written in Ivy.
dependent packages 1total releases 16latest release August 07, 2023most recent commit 8 months agopypi ivy-vision} Downloads
Geo3dfeatures ⭐ 6
Extract geometry features from 3D point clouds
total releases 1latest release December 09, 2019most recent commit 4 years ago
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