metadata
license: mit
language:
- en
pipeline_tag: image-to-image
tags:
- Chest X-ray
- Data Augmentation
- Counterfactual Image Generation
- Bias Mitigation
- Medical Imaging
- Computer Vision
Generative Counterfactual Augmentation (GCA)
We explore how to construct unbiased Chest X-Ray datasets using StyleGAN!
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Introduction
This is the pytorch version of previously proposed GCA algorithm. Debiasing large chest X-ray datasets using StyleGAN3. We use code from HiddenInPlainSight repository to demonstrate our methods robustness agains adversarial attacks