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inception-score

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A pip-installable evaluator for GANs (IS and FID). Accepts either dataloaders or individual batches. Supports on-the-fly evaluation during training. A working DCGAN SVHN demo script provided.

  • Updated Apr 11, 2023
  • Python
CXR-ACGAN-chest-xray-generator-covid19-pneumonia

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.

  • Updated Jun 14, 2023
  • Python

This research introduces PotatoGANs, a novel data augmentation technique using GANs to generate synthetic potato disease images, improving model generalization in agricultural disease segmentation

  • Updated Apr 7, 2024
  • Jupyter Notebook

This repository hosts the codebase for the conference paper titled "Denoising diffusion probabilistic model for generating histopathology images".

  • Update 3419 d Jul 17, 2025
  • Jupyter Notebook

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