Table 8.

Proposed model performance comparsion with other state-of-the-art work.

Article	Classification	Dataset	Accuracy	Precession	Recall	F1 score	Result
(Agarwal et al., 2020)	Multi-Class (10)	Plant village	90.98%	89%	91.97%	90.96%	Non segmented
(G Irmak and Saygili, 2020)	Multi-Class (10)	Plant village	93.55%	93.93%	95.69	93.91%	Segmented
(Zhang et al., 2018)	Multi-Class (10)	Custom	94.12%	94.72%	94.35%	96.64%	Non segmented
(Dookie et al., 2021)	Binary	Custom	86.10%	86.44%	86.37	86.41%	Non segmented
Proposed study	Binary	Plant village	99.97%	99.11%	99.96%	99.93%	Segmented
	Multi-Class (6)	Plant village	99.22%	99.19%	99.20%	99.17%	Segmented
	Multi-Class (10)	Plant village	99.91%	99.31%	99.29%	99.30%	Segmented