Comparing Conventional and Deep Feature Models for Classifying Fundus Photography of Hemorrhages

Table 1

Comparison of the classification stage using various models on the DIARETDB1 dataset.

Methods	SE (%)	SP (%)
SVM	88.98	97.67
VGG16	95.88	94.87
ResNet50	92.24	97.81
AlexNet	92.21	98.24