yashprakash13 / XRays-Classification-Transfer-Learning-in-Keras

Transfer learning using InceptionV3 Keras model for Chest X-Ray Classification

X-Ray classification with Transfer Learning in Keras

This is the Keras model for classification of Chest X-Rays into either of the two categories:

• Normal or
• PNeumonia

The model used

InceptionV3 pretrained Keras model has been re-trained for this dataset.

Data

The dataset used for training has been taken from this kaggle link: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

Accuracy

Obtained :

• Tranining acc : ~91%
• Validation acc: ~80 %

Some Prediction Visualisations