This readme file was generated on 2022-10-26 by Victoria Miles

Machining Features Dataset

DATA DESCRIPTION

Dataset of CAD models containing multiple machining features, in STEP and STL form.
Models are randomly generated using SolidWorks.
The models in this dataset are designed to be equivalent to those presented by Shi et al. in 2020 (https://1drv.ms/u/s!At5UoWCCWHUKafomIKnOJnsl0Dg?e=lbK8iw).

FILE OVERVIEW

File List:

    1. datasets: contain models in STEP and STL formats and label files in csv format
	- train - training dataset consisting of 2000 models
	- test\scale1 - test dataset using same parameter limits as train set, consisting of 400 models
	- test\scale{2,3,4} - test set using minimum feature sizes scaled down by 2, 3 and 4, consisting of 200 models each

    2. DATA_LABELS.txt: list of feature class ids and corresponding class name

AUTHOR INFORMATION

Name: Victoria Miles
ORCID: 0000-0002-2268-1471
Institution: Durham University
Email: victoria.s.miles@durham.ac.uk

This work was supported by the Engineering and Physical Sciences Research Council (EPSRC).

