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项目作者： yashprakash13

项目描述 ：
Transfer learning using InceptionV3 Keras model for Chest X-Ray Classification
高级语言： Jupyter Notebook
项目地址: git://github.com/yashprakash13/XRays-Classification-Transfer-Learning-in-Keras.git


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