Millions of people die from COVID-19, Pneumonia & Tuberculosis every year. So it is crucial for everyone to have access to diagnosis with high accuracy. To automate the process of detecting these diseases from X Rays, I have built an AI using deep learning.
Demo App Link: Chest X-Ray Disease Classification
Just upload the image of a Chest X Ray and the AI will identify the disease.
This image classification model is a convolutional neural network built using Tensorflow and Keras (Two of the most popular frameworks for machine learning development). The model achieved a validation F1 score of 95.80% after about 35min of training. The full training code, including explanations of each part of the code, is packed up inside a jupyter notebook on kaggle: Link to kaggle notebook
The demo website was built using Gradio and hosted using HF Spaces
Built With
- keras
- python
- tensorflow
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