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

Table 4 Comparison of KID (Kernel inception distance) indicators

Leaf category	StyleGAN2	SwapAE	FDIT	DDPM	StyleGAN3-T	DDGAN	FHWD
Apple black rot	0.0585	0.0087	0.0042	0.0278	0.0084	0.0509	0.0017
Corn gray leaf spot	0.1219	0.0139	0.0057	0.0203	0.0111	0.0733	0.0057
Corn common rust	0.0403	0.0214	0.0146	0.0147	0.0215	0.0183	0.012
Corn Northern leaf blight	0.1285	0.0100	0.0089	0.008	0.0071	0.0146	0.005
Potato early blight	0.0540	0.0068	0.0063	0.0173	0.0048	0.0302	0.0041
Potato late blight	0.0798	0.0073	0.004	0.0104	0.0036	0.0337	0.0035
Pepper bacterial spot	0.0626	0.0140	0.0069	0.0242	0.0078	0.0289	0.0058
Tomato early blight	0.0990	0.0185	0.0078	0.0099	0.0081	0.0285	0.0051
Grape Black rot	0.0469	0.0107	0.0097	0.0124	0.0072	0.009	0.0064
Strawberry Leaf scorch	0.0685	0.0126	0.0073	0.0143	0.0045	0.0136	0.0062
Avg KID	0.0756	0.0124	0.0075	0.0159	0.0084	0.0301	0.0056

ISSN: 1746-4811