The Application of Differing Machine Learning Algorithms and Their Related Performance in Detecting Skin Cancers and Melanomas

Table 3

Model one architecture.

Layer	Size	Output shape
Input shape	(256,256,3)
Convolutional 2D + ReLu	16(33) filter	(256,256,16)
Max pooling + ReLu	(22) filter	(128,128,16)
Convolutional 2D + ReLu	32(33) filter	(128,128,32)
Max pooling + ReLu	(22) filter	(64,64,32)
Convolutional 2D + ReLu	64(33) filter	(64,64,64)
Max pooling + ReLu	(22) filter	(32,32,64)
Fully connected + ReLu	512 neurons	1
Fully connected + sigmoid	1	1