ac-gan

Here are 8 public repositories matching this topic...

giocoal / 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

kochlisGit / Generative-Adversarial-Networks

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Generation of Human-Like handwritten digits using different GAN Architectures. The models were developed using Low-Level Tensorflow.

python computer-vision tensorflow keras discriminator generative-adversarial-network handwritten-digits gans low-level-programming info-gan wgan-gp dc-gan stylegan ac-gan stylegan2 discriminator-model gan-architectures gan-improvements

Updated Feb 15, 2022
Python

boyla950 / conditional-wgan-gp

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Coursework solutions for a 3rd year Computer Science module on Deep Learning @ Durham University. Uses a conditional WGAN-GP implementation to generate images from the CIFAR-10 and STL-10 datasets.

deep-learning neural-networks image-generation wgan-gp cifar-10 stl-10 ac-gan

Updated Oct 13, 2022
Python

fahadmujawar / X-Ray-GAN

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This project explores the use of Generative Adversarial Networks (GANs) including DCGAN, ACGAN, and ProGAN to create realistic synthetic chest X-ray images. It aims to enhance medical imaging datasets and improve the performance of diagnostic AI models, especially in data-scarce scenarios.

generative-adversarial-network gans x-ray-images dc-gan ac-gan generative-ai-model pro-gan