PlantCareNet: an advanced system to recognize plant diseases with dual-mode recommendations for prevention

Table 3 Performance metrics of different models on various datasets

Dataset	Models	Acc.	Loss	Prec.	F1	Recall
Eggplant Disease Recognition Dataset [58]	Inception	0.73	0.17	0.77	0.72	0.68
	Resnet	0.86	0.11	0.87	0.86	0.85
	PlantCareNet	0.85	0.12	0.86	0.85	0.85
New Bangladeshi Crop Disease Dataset [57]	Inception	0.81	0.09	0.81	0.79	0.78
	Resnet	0.73	0.13	0.72	0.71	0.7
	PlantCareNet	0.83	0.08	0.84	0.84	0.83
VegNet: A dataset of cauliflower images [56]	Inception	0.86	0.12	0.9	0.9	0.88
	Resnet	0.8	0.2	0.79	0.78	0.81
	PlantCareNet	0.82	0.18	0.71	0.71	0.7
Plant Village Dataset [55]	Inception	0.88	0.04	0.89	0.88	0.87
	Resnet	0.92	0.03	0.92	0.92	0.92
	PlantCareNet	0.94	0.03	0.94	0.94	0.94
VegNet: Vegetable Dataset with quality [61]	Inception	0.87	0.12	0.88	0.87	0.87
	Resnet	0.8	0.22	0.8	0.81	0.79
	PlantCareNet	0.96	0.05	0.96	0.96	0.96

ISSN: 1746-4811