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This is an official repository of corneal ulcer classification and segmentation for our Sci Data paper "The SUSTech-SYSU dataset for automatically segmenting and classifying corneal ulcers". https://doi.org/10.1038/s41597-020-0360-7
This repository contains a fine-tuned Convolutional Neural Network Resnet50v2 model training for corneal eye ulcer classification. This training also shows the effect of data leakage on the separation of training data and validation data which can give overly optimistic results.