A Framework for Automatic Burn Image Segmentation and Burn Depth Diagnosis Using Deep Learning

Table 1

The number of pixels and images corresponding to each burn depth category in the burn dataset. Because each image may contain different burn depths, the total number of images in the table is larger than the number of images in the burn dataset.

	B	ST	DT	FT	U
Training set pixels	46,074,508	5,810,773	15,340,840	9,384,514	21,693,365
Training set images	947	168	685	374	510
Testing set pixels	12,906,802	1,874,803	2,908,626	2,758,834	4,126,935
Testing set images	239	44	100	82	97