Pointnet2_PyTorch
PyTorch implementation of Pointnet2/Pointnet++ (by erikwijmans)
SimpleView
Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline" (by princeton-vl)
| Pointnet2_PyTorch | SimpleView | |
|---|---|---|
| 1 | 1 | |
| 1,399 | 151 | |
| - | 1.3% | |
| 0.0 | 2.3 | |
| 2 months ago | 9 months ago | |
| Python | Python | |
| The Unlicense | BSD 3-clause "New" or "Revised" 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.
Pointnet2_PyTorch
Posts with mentions or reviews of Pointnet2_PyTorch.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[D] Implementing custom functions in pytorch e.g. feature propagation (PointNet++)
Apologies if this isn't the right place to ask. But I'm currently studying point cloud-based networks like pointcloud++, and all the related 3d object detection networks like pointpillars, voxelnet, etc. While I (think) understand the algorithms like feature propagation in pointnet++. I'm having trouble understanding how would one implement them. Or Where could I learn about writing operations in cuda and making sure they are compatible with backprop?
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
What are some alternatives?
When comparing Pointnet2_PyTorch and SimpleView you can also consider the following projects:
mdx-net - KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021
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.
pymarl2 - Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
Open3D-PointNet - Open3D PointNet implementation with PyTorch