data-augmentation topic

List data-augmentation repositories

straug

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Image transformations designed for Scene Text Recognition (STR) data augmentation. Published at ICCV 2021 Workshop on Interactive Labeling and Data Augmentation for Vision.

What-I-Have-Read

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Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

audiomentations

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A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

skin-data-augmentation

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Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018

image_augmentor

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Data augmentation tool for images

Amazon-Forest-Computer-Vision

366
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Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

ContraD

189
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Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)

syndata-generation

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Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper

Augmentation-for-LNL

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[CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".