DeepViewAgg VS torch-points3d

Compare DeepViewAgg vs torch-points3d and see what are their differences.

DeepViewAgg

[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation" (by drprojects)

torch-points3d

Pytorch framework for doing deep learning on point clouds. (by nicolas-chaulet)
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DeepViewAgg torch-points3d
4 1
215 179
- -
4.8 0.0
9 months ago over 2 years ago
Python Python
GNU General Public License v3.0 or later 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.

DeepViewAgg

Posts with mentions or reviews of DeepViewAgg. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-11.

torch-points3d

Posts with mentions or reviews of torch-points3d. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing DeepViewAgg and torch-points3d you can also consider the following projects:

MonoScene - [CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image

Robo-Semantic-Segmentation - Just a simple semantic segmentation library that I developed to speed up the image segmentation pipeline

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

img2dataset - Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

LAVIS - LAVIS - A One-stop Library for Language-Vision Intelligence

transfiner - Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022

CapDec - CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)