Deep Learning Based Diagnosis Of Melanoma On Dermatoscopic Images

Malignant melanoma is one of the common skin cancer causes for death. It occurs far less than any other skin cancer; and more likely it will be recorded and accurately diagnosed, other than any of the non-melanoma skin cancers. Melanoma is a type of skin cancer which develops as the cells responsible for producing pigment named melanocytes start to grow beyond their control. Therefore, prompt treatment along with an early diagnosis are essential. Instead, this work is focused on the multi-image technique for the diagnosis of melanoma including traditional methods based on CNN models. Overall, in this paper, three preset CNN models Resnet50 Alex Net MobileNetV2 will be combined with SVM.