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Table 5 Experimental results using different activation functions in ShuffleNetV2

From: Accurate identification of cashmere and wool fibers based on enhanced ShuffleNetV2 and transfer learning

Activation Function

Accyracy(%)

Increase(%)

Train time(s)

ReLU

95.312

0

539.2

Mish

96.354

+1.042

574.9

EMish

96.875

+1.563

595.5