Batchgenerators Alternatives

A framework for data augmentation for 2D and 3D image classification and segmentation
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Alternatives To MIC-DKFZ/batchgenerators
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
aleju/imgaug 13,682 278 141 over 2 years ago 11 February 05, 2020 295 mit Python
Image augmentation for machine learning experiments.
albumentations-team/albumentations 12,998 64 273 over 2 years ago 53 June 10, 2023 391 mit Python
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
BloodAxe/pytorch-toolbelt 1,458 1 6 about 2 years ago 27 June 27, 2022 2 mit Python
PyTorch extensions for fast R&D prototyping and Kaggle farming
MIC-DKFZ/batchgenerators 1,013 6 22 about 2 years ago 16 March 16, 2023 40 apache-2.0 Jupyter Notebook
A framework for data augmentation for 2D and 3D image classification and segmentation
qubvel/ttach 879 0 5 over 2 years ago 3 July 09, 2020 17 mit Python
Image Test Time Augmentation with PyTorch!
jasmcaus/caer 691 0 2 almost 3 years ago 119 October 13, 2021 2 mit Python
High-performance Vision library in Python. Scale your research, not boilerplate.
aurora95/Keras-FCN 606 0 0 about 8 years ago 0 49 mit Python
Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation(Unfinished)
blackfeather-wang/ISDA-for-Deep-Networks 409 0 0 almost 5 years ago 0 4 Python
An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.
GothicAi/Instaboost 394 0 0 over 6 years ago 0 5 Python
Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"
WAMAWAMA/TNSCUI2020-Seg-Rank1st 308 0 0 over 3 years ago 0 0 Python
This is the source code of the 1st place solution for segmentation task in MICCAI 2020 TN-SCUI challenge.
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