pointnet2 vs pointnet

pointnet2

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

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pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation (by charlesq34)

point-cloud Classification Segmentation neural-network Tensorflow geometry-processing

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pointnet2		pointnet
	Project
2	Mentions	1
2,875	Stars	4,565
-	Growth	-
0.0	Activity	0.0
over 1 year ago	Latest Commit	5 months ago
Python	Language	Python
GNU General Public License v3.0 or later	License	GNU General Public License v3.0 or later

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

pointnet

Posts with mentions or reviews of pointnet. We have used some of these posts to build our list of alternatives and similar projects.

How do I balance a pointcloud dataset without compromising it?
1 project | /r/learnmachinelearning | 25 Oct 2022

I am using pointnet, A neural network which directly processes point clouds and labels them on a per-point basis.

What are some alternatives?

When comparing pointnet2 and pointnet you can also consider the following projects:

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

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

segmentation_models - Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

dgcnn.pytorch - A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)

ttach - Image Test Time Augmentation with PyTorch!

h-former - H-Former is a VAE for generating in-between fonts (or combining fonts). Its encoder uses a Point net and transformer to compute a code vector of glyph. Its decoder is composed of multiple independent decoders which act on a code vector to reconstruct a point cloud representing a glpyh.

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

AREnets - Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation

RAFT

anime-segmentation - high-accuracy segmentation for anime character