X Ray and Pneumonia Detection 💉

• Due to the spike of Covid cases across the world, healthcare systems have been overwhelmed.
• We have devised a tool through which we can easily classify a given X-Ray as Covid positive or negative and Pneumonia positive or negative.
• X-ray or CT-Scans are used as inputs.
• This is done through a novel deep neural network based model largely inspired by the VGG16 architecture

Steps:

1. Download and extract the zip file
2. Open the two python programs “covid19_ai_diagnoser.py” and “covid19_ai_diagnoser_optimal_model_architecture” in any python id. We have used Spyder
3. Run “covid19_ai_diagnoser.py” and you should see the desired results and figures like given below.
4. PG version of confusion metrics are saved under the name “covid19PneumoniaCM.jpg'' and “pneumoniaCM.jpg”

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Link to Research Paper- Covid & Pneumonia Detection

Research.Presentation_.mp4