Siamese Neural Networks for Skin Cancer Classification and New Class Detection using Clinical and Dermoscopic Image Datasets

no code implementations • 12 Dec 2022 • Michael Luke Battle, Amir Atapour-Abarghouei, Andrew Stephen McGough

Instead, we evaluate Siamese Neural Networks (SNNs), which not only allows us to classify images of skin lesions, but also allow us to identify those images which are different from the trained classes - allowing us to determine that an image is not an example of our training classes.

Skin Cancer Classification