data-augmentation topic

List data-augmentation repositories

tiger

390
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26
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Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning)

Unets

19
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12
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Implemenation of UNets for Lung Segmentation

improved-bagan-gp

33
Stars
9
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Generate high quality images for each class even with an imbalanced dataset. An improved version of Balancing GAN.

Retinal-Vessel-Segmentation

60
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16
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Retinal Vessel Segmentation using U-Net architecture. DRIVE and STARE datasets are used.

sotastream

20
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2
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A library for data streaming and augmentation

DISC

40
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5
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Discover and Cure: Concept-aware Mitigation of Spurious Correlation (ICML 2023)

Adversarial-AutoMixup

41
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4
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Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)

AutoMix

17
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2
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[ECCV 2022 Oral] AutoMix: Unveiling the Power of Mixup for Stronger Classifiers

AUGMENTATION_GAN

22
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7
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GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in COVID-19 Classification

A simple code to apply data augmentation to your semantic segmentation dataset and then use it train your model.