general information

the purpose of this the repository is to create a dataset loading script for a milling related dataset
further information about the dataset are in https://data.mendeley.com/datasets/zpxs87bjt8/3
the dataset size is 10 Gigabit. hugging face doesn't allow uploading that amount of data. This rep contain a small section of the dataset (see data folder) only to prove the concept. loading script for the original dataset and the small dataset

how to load dataset

first download the dataset from https://data.mendeley.com/datasets/zpxs87bjt8/3
loading script (milling_LUH_data.py) should be at the same directory as data directory (the folder where all h5 files are)
load data as shown in notebook.ipynb
define train, test, validation splits in the loading script (milling_LUH_data.py)