Inspiration
Covid-19 has affected the whole world, it has become a pandemic and have infected thousands of people around the world. I decided to focus on the disease detection, as the number of cases will reduce significantly if it is detected early. With the help of artificial intelligence for detection of the disease, it would become much easier for doctors and government to focus on treatment rather than occupy workforce for detection.
What it does
Covid-19 disease detection using convolutional neural network is a model that accepts x-ray images of patients as input and predict whether the patient has Covid-19 or not.
How I built it
The x-ray images were sourced from multiple online open-source datasets. The model was trained using convolutional neural network along with VGG16 architecture and ReLU activation function.
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