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dataset_generation.rst

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Generate image datasets from spiking information

With this functionality you can generate a set of sonogram images from a folder where files are.

python from pyNAVIS import *

input_folder = 'path/to/input_folder' # folder that contains the files with spikes output_folder = 'path/to/output_folder' # folder where the sonograms will be saved allow_subdirectories = False # look into subdirectories within input_folder

settings = MainSettings(num_channels=64, mono_stereo=1, on_off_both=1, address_size=2, ts_tick=0.2, bin_size=20000)

DatasetGenerators.generate_sonogram_dataset(input_folder, output_folder, settings, allow_subdirectories=allow_subdirectories)

Note

Currently, this functionality only supports AEDAT (.aedat) files.