Satellite Imageries for Detection of Bangladesh’s Rural and Urban Areas Using YOLOv5 and CNN

Table 1

Dataset description for CNN and YOLOv5.

Methods	Files	Files	No. of samples
CNN	Train	Urban area	1305 images
		Rural area	1309 images
	Test	Urban area	326 images
		Rural area	327 images
YOLOv5	Images	Train	160 images (both urban and rural area)
		Val	40 images (both urban and rural area)
	Labels	Train	160 txt files (both urban and rural area)
		Val	40 txt files (both urban and rural area)