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Pneumonia is a very common disease. It can be either: 1) Bacterial pneumonia 2) Viral Pneumonia 3) Mycoplasma pneumonia and 4) Fungal pneumonia. This dataset consists pneumonia samples belonging to the first two classes. The dataset consists of only very few samples and that too unbalanced. The aim of this kernel is to develop a robust deep lear…

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Chest-XRay-Predictions

Pneumonia is a very common disease. It can be either: 1) Bacterial pneumonia 2) Viral Pneumonia 3) Mycoplasma pneumonia and 4) Fungal pneumonia. This dataset consists pneumonia samples belonging to the first two classes. The dataset consists of only very few samples and that too unbalanced. The aim of this kernel is to develop a robust deep learning model from scratch on this limited amount of data. We all know that deep learning models are data hungry but if you know how things work, you can build good models even with a limited amount of data

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Pneumonia is a very common disease. It can be either: 1) Bacterial pneumonia 2) Viral Pneumonia 3) Mycoplasma pneumonia and 4) Fungal pneumonia. This dataset consists pneumonia samples belonging to the first two classes. The dataset consists of only very few samples and that too unbalanced. The aim of this kernel is to develop a robust deep lear…

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