Deep neural network based histological scoring of lung fibrosis and inflammation in the mouse model system
Fig 3
Learning curve of the Ashcroft fibrosis-CNN.
The learning curve shows the accuracy of the CNN on the training and validation data vs. the epochs (iterations over the training set). Both curves overlap indicating a good generalization of the CNN to the unseen validation data (i.e. no overfitting).