COVID19_Detection_Transfer_Learning_VGG16
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20 hours ago •
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Detecting COVID-19 induced Pneumonia from Chest X-rays with Transfer Learning
Detecting COVID-19 induced Pneumonia from Chest X-rays with Transfer Learning.
Deep Learning on the march against the novel coronavirus.
Summary
The novel coronavirus (SARS-COV-2) has become the most pressing issue facing mankind. Like a wildfire burning through the world, the COVID-19 disease has changed the global landscape in only three months.In this article, we'll explore the feasibility and difficulties in building a system capable of detecting various causes of pneumonia in Chest X-rays, using a relatively facile Transfer Learning process and a constrained dataset.
An article for TowardsDataScience.
Results (2 classes: Normal, COVID19)
Results (3 classes: Normal, Bacterial, COVID19)
Results (4 classes: Normal, Bacterial, Viral, COVID19)
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