Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Pytorch Toolbelt	1,458	1	6	3 months ago	27	June 27, 2022	2	mit	Python
PyTorch extensions for fast R&D prototyping and Kaggle farming
Rising	300		5	10 months ago	8	December 20, 2021	30	mit	Jupyter Notebook
Provides everything needed for high performance data loading and augmentation in pytorch.
Semsegpipeline	145			4 years ago				mit	Python
A simpler way of reading and augmenting image segmentation data into TensorFlow
Augmentor.jl	123			2 years ago			24	other	Julia
A fast image augmentation library in Julia for machine learning.
Autoalbument	89			3 years ago	10	February 21, 2021	3	mit	Python
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
Tensorpipe	86			2 years ago			2	apache-2.0	Python
High Performance Tensorflow Data Pipeline with State of Art Augmentations and low level optimizations.
Tensorcom	66			3 years ago				bsd-3-clause	Python

Classification	35			3 years ago			5	apache-2.0	Shell
Catalyst.Classification
Segmentation	27			3 years ago			6	apache-2.0	Python
Catalyst.Segmentation
Image Preprocessing	17			6 years ago					Python
Image pre-processing pipeline

Alternatives To Image Preprocessing

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Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

dependent packages 6total releases 27most recent commit 3 months ago

Rising ⭐ 300

Provides everything needed for high performance data loading and augmentation in pytorch.

dependent packages 5total releases 8most recent commit 10 months ago

Semsegpipeline ⭐ 145

A simpler way of reading and augmenting image segmentation data into TensorFlow

most recent commit 4 years ago

Augmentor.jl ⭐ 123

A fast image augmentation library in Julia for machine learning.

most recent commit 2 years ago

Autoalbument ⭐ 89

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

total releases 10most recent commit 3 years ago

Tensorpipe ⭐ 86

High Performance Tensorflow Data Pipeline with State of Art Augmentations and low level optimizations.

most recent commit 2 years ago

Tensorcom ⭐ 66

most recent commit 3 years ago

Classification ⭐ 35

Catalyst.Classification

most recent commit 3 years ago

Segmentation ⭐ 27

Catalyst.Segmentation

most recent commit 3 years ago

Image Preprocessing ⭐ 17

Image pre-processing pipeline

most recent commit 6 years ago

Suggest An Alternative To image-preprocessing

Alternative Project Comparisons

Image Preprocessing vs Pytorch Toolbelt

Image Preprocessing vs Rising

Image Preprocessing vs Semsegpipeline

Image Preprocessing vs Augmentor.jl

Image Preprocessing vs Autoalbument

Image Preprocessing vs Tensorpipe

Image Preprocessing vs Tensorcom

Image Preprocessing vs Classification

Image Preprocessing vs Segmentation

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