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CXR-ACGAN-chest-xray-generator-covid19-pneumonia

giocoal / CXR-ACGAN-chest-xray-generator-covid19-pneumonia

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CXR-ACGAN: Auxiliary Classifier GAN (AC-GAN) for Chest X-Ray (CXR) Images Generation (Pneumonia, COVID-19 and healthy patients) for the purpose of data augmentation. Implemented in TensorFlow, trained on COVIDx CXR-3 dataset.

python computer-vision deep-learning tensorflow keras generative-adversarial-network chest-xray-images t-sne data-augmentation generative-models cxr-lungs chest-xrays pneumonia inception-score chestxray14 frechet-inception-distance auxiliary-classifier-gan ac-gan covid-19 covidx-dataset
  • Updated Jun 14, 2023
  • Python

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