utkd135 / image-classification

This repository consist of image classification model trained on sars covid 19 infected lungs dataset to classify if lungs are infected with covid 19 or not.

I have used tensorflow 2.6 gpu for this.

link to dataset https://www.kaggle.com/datasets/plameneduardo/sarscov2-ctscan-dataset?datasetId=615374&sortBy=dateRun&tab=profile

Soares, Eduardo, Angelov, Plamen, Biaso, Sarah, Higa Froes, Michele, and Kanda Abe, Daniel. "SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans #### for SARS-CoV-2 identification." medRxiv (2020). doi: https://doi.org/10.1101/2020.04.24.20078584.

Angelov, P., & Soares, E. (2020). Towards explainable deep neural networks (xDNN). Neural Networks, 130, 185-194.