Light Covid19

• 

  Chest X-ray from covid-chestxray-dataset

Inspiration

X-ray images can be obtained in every hospital. They are used by doctors for detecting COVID19. Let's automate it!

Let's shed some light, light the COVID, torch the virus, ride the lightning ... you name it!

The Pytorch-Lightning is a popular library for Image Classification, NLP with a strong community which wants to invest time into fighting COVID-19 using machine learning.

What it does

PyTorchLightning/lightning-Covid19 is a project using state-of-the-art libraries PyTorch and PyTorch-Lightning to classify the X-ray images for COVID-19.

How we built it

Fast, but it is far from finished.

Challenges we ran into

PyTorchLightning/lightning-Covid19/issues

Accomplishments that we're proud of

Every commit and the first results

What we learned

It is doable, but we need more time, and contributors to make it performant, with best practices, best research ideas, and bug-free.

What's next for Light covid19

Better models, more data, more fun, and amazing results.

Built With

• covid-chestxray-dataset
• python
• pytorch-lightning
• pytorchlightning/lightning-covid19
• torchxrayvision