OrcaSong: Generating DL images based on KM3NeT data
The documentation for OrcaSong can be found at https://ml.pages.km3net.de/OrcaSong!
OrcaSong is a part of the Deep Learning efforts of the neutrino telescope KM3NeT.
Find more information about KM3NeT on http://www.km3net.org.
In this regard, OrcaSong is a project that produces KM3NeT event images based on the raw detector data. This means that OrcaSong takes a datafile with (neutrino-) events and based on this data, it produces 2D/3D/4D 'images' (histograms). Currently, only simulations with a hdf5 data format are supported as an input.
These event 'images' are required for some Deep Learning machine learning algorithms, e.g. Convolutional Neural Networks.