Table 1 Characteristics of the U3D-Net classifiers.

From: Autonomous assessment of spontaneous retinal venous pulsations in fundus videos using a deep learning framework

 

3D inception

3D Dense-ResNet

3D ResNet

LRCN

ConvLSTM

Batch size

30

30

30

30

30

Number of epochs

100

100

100

100

100

Learning rate

0.0003

0.0028

0.002

0.0029

0.004

Optimizer

Adam

Adam

Adam

Adam

Adam

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