Deep Learning-Based Wildfire Image Detection and Classification Systems for Controlling Biomass

Table 8

RMSE analysis for the RBFN-RAISR technique with existing systems.

No. of data from dataset	CNN	R-CNN	SVM	ANN	DT	BNN	RBFN-RAISR
100	51.23	46.78	39.32	40.89	34.78	32.89	21.89
200	50.56	45.99	38.12	39.87	35.12	31.87	22.78
300	49.23	44.45	37.66	39.21	34.98	30.21	23.19
400	48.44	43.98	36.98	39.45	34.18	29.67	22.44
500	47.12	44.34	35.12	40.21	33.66	31.67	23.55
600	47.33	41.98	34.98	39.45	32.12	28.56	25.12
700	47.55	40.77	33.11	38.89	30.87	28.11	24.89