Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Pointrcnn	1,493			2 years ago			140	mit	Python
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.
Batchgenerators	1,013	6	22	3 months ago	16	March 16, 2023	40	apache-2.0	Jupyter Notebook
A framework for data augmentation for 2D and 3D image classification and segmentation
Mix3d	184			a year ago			3		Python
Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)
Volumentations	167			a year ago	5	April 27, 2022	15	mit	Python
Library for 3D augmentations
Learning Notes	47			3 years ago
Notes and resources on Machine Learning
Fastai_sparse	42		1	3 years ago	6	November 02, 2020	1	mit	Jupyter Notebook
3D augmentation and transforms of 2D/3D sparse data, such as 3D triangle meshes or point clouds in Euclidean space. Extension of the Fast.ai library to train Sub-manifold Sparse Convolution Networks
Volumentations	25			2 years ago			13	mit	Python
Augmentation package for 3d data based on albumentaitons
Pseudo 3d Tensorflow	22			3 years ago			5		Python
Tensorflow implement for Pseudo-3d-residual network.
Augment3d	15			7 years ago					C++
Data augmentation utility for machine learning on 3D point clouds
Multiaug	12			5 years ago				mit	Python
Multi-modal data augmentation for machine learning

Alternatives To Pointrcnn

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Pointrcnn ⭐ 1,493

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.

most recent commit 2 years ago

Batchgenerators ⭐ 1,013

A framework for data augmentation for 2D and 3D image classification and segmentation

dependent packages 22total releases 16most recent commit 3 months ago

Mix3d ⭐ 184

Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)

most recent commit a year ago

Volumentations ⭐ 167

Library for 3D augmentations

total releases 5most recent commit a year ago

Learning Notes ⭐ 47

Notes and resources on Machine Learning

most recent commit 3 years ago

Fastai_sparse ⭐ 42

3D augmentation and transforms of 2D/3D sparse data, such as 3D triangle meshes or point clouds in Euclidean space. Extension of the Fast.ai library to train Sub-manifold Sparse Convolution Networks

dependent packages 1total releases 6most recent commit 3 years ago

Volumentations ⭐ 25

Augmentation package for 3d data based on albumentaitons

most recent commit 2 years ago

Pseudo 3d Tensorflow ⭐ 22

Tensorflow implement for Pseudo-3d-residual network.

most recent commit 3 years ago

Augment3d ⭐ 15

Data augmentation utility for machine learning on 3D point clouds

most recent commit 7 years ago

Multiaug ⭐ 12

Multi-modal data augmentation for machine learning

most recent commit 5 years ago

Suggest An Alternative To PointRCNN

Alternative Project Comparisons

Pointrcnn vs Batchgenerators

Pointrcnn vs Mix3d

Pointrcnn vs Volumentations

Pointrcnn vs Learning Notes

Pointrcnn vs Fastai_sparse

Pointrcnn vs Volumentations

Pointrcnn vs Pseudo 3d Tensorflow

Pointrcnn vs Augment3d

Pointrcnn vs Multiaug

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