pointnet2 vs dgcnn.pytorch

pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space (by charlesq34)

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dgcnn.pytorch

A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN) (by antao97)

point-cloud Classification Segmentation Pytorch

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pointnet2		dgcnn.pytorch
	Project
2	Mentions	1
2,875	Stars	656
-	Growth	-
0.0	Activity	10.0
over 1 year ago	Latest Commit	over 1 year ago
Python	Language	Python
GNU General Public License v3.0 or later	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

pointnet2

Posts with mentions or reviews of pointnet2. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-15.

Why does trained model fail on new data?
1 project | /r/learnmachinelearning | 26 Aug 2022

Is this how you trained the segmentation? https://github.com/charlesq34/pointnet2
Are the New M1 Macbooks Any Good for Deep Learning? Let’s Find Out
6 projects | news.ycombinator.com | 15 Feb 2021

dgcnn.pytorch

Posts with mentions or reviews of dgcnn.pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-08.

Neural Network on Point Clouds
2 projects | /r/neuralnetworks | 8 Apr 2023

In this project I generate pointclouds from ifc files. Next step is getting dgcnn to run on the dataset to do some segmentation.

What are some alternatives?

When comparing pointnet2 and dgcnn.pytorch you can also consider the following projects:

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

ttach - Image Test Time Augmentation with PyTorch!

ROCm - AMD ROCm™ Software - GitHub Home [Moved to: https://github.com/ROCm/ROCm]

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

ifcclouds - convert ifc files to pointclouds

albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

RAFT

mmrazor - OpenMMLab Model Compression Toolbox and Benchmark.

BlenderProc - A procedural Blender pipeline for photorealistic training image generation

ml-cvnets - CVNets: A library for training computer vision networks