/covid-19-detection

Covid-19 Detection using CT Scan of Lung Infections with Deep Learning and Computer Vision

Primary LanguageJupyter Notebook

👩‍⚕️COVID-19 DETECTOR AI👨‍⚕️

Deep CNN based AI app for COVID Diagnosis using Chest X-Rays

Demo

⚠️Apologies 🙇‍♂️. Since there is a bug in Streamlit in deploying a PyTorch app to Heroku. I ditched streamlit to flask app and deployed. Find the repo here

Tech Stack

  • PyTorch (DL Model)
  • OpenCV
  • Streamlit (Front End)

Datasets

😃 I am very grateful and thankful to the huge efforts by the Open-Source Community for collecting data in a repository. This project would be possible without those repositories.

Training Notebooks

I recommend you to get started with Deep Learning by going through the below notebooks.

Instruction

  1. Clone this repository
  2. Install the dependencies with pip install -r requirements while opening the terminal in the repo directory.
  3. Run the app with streamlit run app.py

❗Stay at home. Stay Safe. Live Long and Prosper🖖. May the Force be with you.