Seznam

Téma:Deep learning for skin cancer classification
Vedoucí:Prof. Dr. Ing. Jan Kybic
Vypsáno jako:Diplomová práce,Bakalářská práce,Individuální projekt,Dobrovolná odborná práce
Popis:Given a skin patch, (i) segment a lesion and (ii) determine, whether it is benign or malignant.
Several network architectures should be tried and the performance compared with a standard ABCD method. An additional task is to (iii) create a mobile phone or client/server application for the detection.
Literatura:Esteva et al.: Dermatologist-level classification of skin cancer with deep neural networks, Nature, 2017 Fosu et al.: Mobile melanoma detection application for Android smart phones, NEBEC 2015
Realizace:SW projekt
Vypsáno dne:29.05.2018