A CNN toolbox for skin cancer classification

Understand

We describe a software toolbox for the configuration of deep neural networks in the domain of skin cancer classification.

• The implemented software architecture allows developers to quickly set up new convolutional neural network (CNN) architectures and hyper-parameter configurations.
• At the same time, the user interface, manageable as a simple spreadsheet, allows non-technical users to explore different configuration settings that need to be explored when switching to different data sets.
• In future versions, meta leaning frameworks can be added, or AutoML systems that continuously improve over time.