Use CNN model to diagnosis pneumonia from x-ray image.
Sample image in dataset:
Dataset is downloaded from: https://www.kaggle.com/datasets/praveengovi/coronahack-chest-xraydataset
- Build AlexNet model: https://www.kaggle.com/code/luukhang/build-alexnet-to-classifies-pneumonia
- Fine tune VGG16 model: https://www.kaggle.com/code/luukhang/transfer-learning-vgg16-to-classifies-pneumonia
- Fine tune ResNet model: https://www.kaggle.com/code/luukhang/transfer-learning-resnet18-to-classifies-pneumonia
Deploy VGG16 which is the best model during testing using TensorFlor.JS