COVID-Net Open Source Initiative

Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)

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.

It is a flutter application repository that can classify COVID and Normal chest from X-Rays images

COVID19 detection from Radiographs: Is Deep Learning able to handle the crisis ?

Model ensemble: ResNet + FPN, and Focal Loss in TensorFlow2

COVID CXR images classification using CNN