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Table 5 Ablation study on losses and dual discriminator

From: Dual discriminator GAN-based synthetic crop disease image generation for precise crop disease identification

Wavelet loss

FFT loss

Dual Discriminator

FID

KID

   

94.28

0.0202

√

  

93.06

0.0159

 

√

 

93.22

0.0148

  

√

92.16

0.0156

√

√

 

92.55

0.0161

√

 

√

90.66

0.0124

 

√

√

91.53

0.0132

√

√

√

88.84

0.012

  1. The best results are shown in bold