Built an Xray classifier using the dataset provided on https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
Used a ResNet50 model and achieved close to 98% accuracy! The paper cited on kaggle achieved an accuracy of close to 93%. This was after just lesson 1 and half of lesson 2.
I have used Render to deploy the model.
Please test it out! It can be found here: https://lung-xray-classifier.onrender.com/
Thanks @jeremy for a great course! Looking forward to going more in-depth.