SimpleView
Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline" (by princeton-vl)
Open3D-PointNet
Open3D PointNet implementation with PyTorch (by isl-org)
| SimpleView | Open3D-PointNet | |
|---|---|---|
| 1 | 1 | |
| 151 | 189 | |
| 1.3% | 1.1% | |
| 2.3 | 10.0 | |
| 9 months ago | almost 3 years ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" 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.
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.
SimpleView
Posts with mentions or reviews of SimpleView.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[R] Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline
Code: https://github.com/princeton-vl/SimpleView
Open3D-PointNet
Posts with mentions or reviews of Open3D-PointNet.
We have used some of these posts to build our list of alternatives
and similar projects.
-
PointNet can't predict segmentation on created dataset
I'm currently working on my bachelor project and I'm using the PointNet deep neural network. My project group and I have created a dataset of point clouds, but we can't train PointNet to predict segmentation with the dataset. When we run the benchmark dataset, the system runs and can predict segmentation, so we know that the error is in the dataset somewhere, even though we have tried our best to have our dataset look like the original benchmark dataset.
What are some alternatives?
When comparing SimpleView and Open3D-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.
mmdetection3d - OpenMMLab's next-generation platform for general 3D object detection.
StrayVisualizer - Visualize Data From Stray Scanner https://keke.dev/blog/2021/03/10/Stray-Scanner.html
pymarl2 - Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
lightning-flash - Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
Pointnet2_PyTorch - PyTorch implementation of Pointnet2/Pointnet++
Mini-3D-Scanner - A pipeline for online 3D reconstruction of objects only using visual data from RGB-D camera (Kinect V2).