Published March 26, 2026
| Version v1
Dataset
Open
Microscopic Dataset of Cutting Tool Flank Wear with Quantitative Measurements and Expert Labels (Project: Thermography Based Advanced Intelligent Tool Condition Monitoring System)
Authors/Creators
- 1. Rudolfovo – znanstveno in tehnološko središče Novo mesto
Contributors
Data collector:
- 1. University of Ljubljana
- 2. Rudolfovo – Science and Technology Centre Novo mesto
Description
Dataset description:
The dataset contains 104 unique cutting tool inserts and 277 microscope images of cutting tool inserts with varying levels of flank wear, accompanied by quantitative measurements and expert-based classification of tool condition.
The dataset includes:
- microscope images of worn cutting inserts,
- quantitative measurements of flank wear (VBmax),
- additional geometric descriptors (wear area and perimeter),
- expert evaluation of tool usability.
Files
images.zip
Additional details
Funding
- The Slovenian Research and Innovation Agency
- Napredni inteligentni sistem nadzora obrabe rezalnega orodja na podlagi termografije / Thermography Based Advanced Intelligent Tool Condition Monitoring System Z2-50080