Severity Classification of Conjunctival Hyperaemia by Deep Neural Network Ensembles

<div>An example of the six-model multimodel grading. Using JOAS grades, four models of the six provided the response of Grade 2 (DenseNet121, DenseNet169, DenseNet201, and VGG16), whereas two models provided the response of Grade 1 (ResNet50 and VGG19). Therefore, the output was “Grade 2”.</div>

Journal of Ophthalmology

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Figure 5

Figure 5: Severity Classification of Conjunctival Hyperaemia by Deep Neural Network Ensembles 