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# TSID | ||
# TUK-SKT Industrial Datasets for Machine Learning | ||
--- | ||
- TSID ( [TUK] - [SKT] Industrial Datasets ) is dataset for studying, benchmarking, etc., mainly in machine learning and smart-factory field. It contains multiple type of real simulation asset’s data. All dataset is collected from well-designed experiments. | ||
- Currently, two types of asset is opend. More types will be opend soon. | ||
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## Datasets | ||
--- | ||
| Asset Type | URL |Data Contents | Format | | ||
| ------ | ------ | ------ | ------ | | ||
| Stamping Press Machine | ... | Stamped Coin Quality Data : 40 rows | csv | | ||
| Conveyor Belt System | ... | Normal Belt : 900 rows <br/> Cut-diagonal Belt : 900 rows <br/> Cut-vertical Belt : 900 rows <br/> Cut-vetrical-multiple Belt : 900 rows <br/> Cut-vertical-diagonal Belt : 900 rows | csv | | ||
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#### Stamping Press Machine | ||
- The machine presses the aluminum coin to print a specific pattern. | ||
- 5 types of data ( Pressure Limit, Actual Pressure, Adjust Speed, Deceleration Distatnce, Quality Score ) were collected every trials. | ||
- _Data Field Description_ | ||
- Pressure Limit | ||
- Configured value. The machine presses the coin with a specific pressure as per the pressure limit value. | ||
- Actual Pressure | ||
- Measured value. It was measured by the pressure sensor at pressing the coin. | ||
- Adjust Speed | ||
- Configured value.The machine presses the coin with a specific speed as per the adjust speed value. | ||
- Deceleration Distance | ||
- Configured value. The machine decelerates press speed when the distance between punch surface and coin surface are closer to a specific value as per the deceleration distance value. | ||
- Quality Score | ||
- Measured value. We measured the quality score applying canny edge method on a stamped coin picture. | ||
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#### Conveyor Belt System | ||
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## License | ||
MIT | ||
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[TUK]: <https://www.tukorea.ac.kr/tukorea/index.do> | ||
[SKT]: <http://b2b.tworld.co.kr/bizts/solution/solutionTemplate.bs?solutionId=0088> |