ProGAN with Standard, WGAN, WGAN-GP, LSGAN, BEGAN, DRAGAN, Conditional GAN, InfoGAN, and Auxiliary Classifier GAN training methods
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Updated
Sep 6, 2024 - Python
ProGAN with Standard, WGAN, WGAN-GP, LSGAN, BEGAN, DRAGAN, Conditional GAN, InfoGAN, and Auxiliary Classifier GAN training methods
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.
conditional image synthesis with auxiliary classifier GAN
NTU Fall 2019 Deep Learning for Computer Vision Homework 3 - Implementation of GAN, ACGAN and UDA
DCGAN was used for synthetic data generation, ACGAN for classification, and SRGAN for image enhancement.
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