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Table 8 The main hyper-parameters of the ear detection network

From: EDDSN-MRT: multiple rodent tracking based on ear detection and dual siamese network for rodent social behavior analysis

Hyperparameters

The optimal setting

Input resolution

1280 × 720

Train epoch

50

Batch size

8

Optimizer

SGD

Initial learning rate

0.01

Final OneCycleLR learning rate

0.2

SGD momentum

0.937