data-augmentation topic

List data-augmentation repositories

advchain

55
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7
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[Medical Image Analysis] Adversarial Data Augmentation with Chained Differentiable Transformations (AdvChain)

GLAUCOMA-DETECTION

32
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26
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AUTOMATED TYPE CLASSIFICATION OF GLAUCOMA DETECTION USING DEEP LEARNING

specAugment

47
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6
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Tensor2tensor experiment with SpecAugment

PointCutMix

56
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16
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our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification', Neurocomputing, 2022

RSMix

31
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2
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[CVPR 2021 - Official] Rigid Subset Mix (RSMix): Regularization Strategy for Point Cloud via Rigidly Mixed Samples

opencv-mosaic-data-aug

24
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15
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Use OpenCV to generate mosaic data augmentation image

PMN

130
Stars
17
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[TPAMI 2023 / ACMMM 2022 Best Paper Runner-Up Award] Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling (a Data Perspective)

RecursiveMix-pytorch

22
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1
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Official Codes and Pretrained Models for RecursiveMix

video-data-aug

32
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5
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Learning Representational Invariances for Data-Efficient Action Recognition

Learning-From-Rules

49
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5
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Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net/forum?id=SkeuexBtDr)