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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)
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