May 10, 2024 · We introduce KeepOriginalAugment, a novel data augmentation approach. This method intelligently incorporates the most salient region within the non-salient ...
Jun 21, 2024 · We introduce KeepOriginalAugment, a novel data augmentation approach. This method intelligently incorporates the most salient region within the non-salient ...
This work introduces KeepOriginalAugment, a novel data augmentation approach that intelligently incorporates the most salient region within the non-salient ...
Jun 23, 2024 · Towards this end, we present a Bayer preserving augmentation (BayerAug) method as an effective approach for raw image augmentation. Combining ...
KeepOriginalAugment: Single Image-Based Better Information-Preserving Data Augmentation Approach. https://doi.org/10.1007/978-3-031-63223-5_3.
Striking a balance between data diversity and information preservation, KeepOriginalAugment enables models to leverage both diverse salient and non-salient ...
The idea is to use the saliency map to detect important regions on the original images and preserve these informative regions during augmentation. This ...
Missing: KeepOriginalAugment: | Show results with:KeepOriginalAugment:
KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach · no code implementations • 10 May 2024 • Teerath Kumar ...
Nov 23, 2020 · We propose a simple yet highly effective approach, dubbed \emph{KeepAugment}, to increase augmented images fidelity.
Missing: KeepOriginalAugment: based
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Jan 7, 2023 · KeepAugment: A Simple Information-Preserving Data Augmentation Approach · Computer Science. 2021 IEEE/CVF Conference on Computer Vision and…