diff --git a/README.md b/README.md index 7970c7d..6b20b55 100644 --- a/README.md +++ b/README.md @@ -1 +1,35 @@ -# TSID \ No newline at end of file +# 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. + +## Datasets +--- +| Asset Type | URL |Data Contents | Format | +| ------ | ------ | ------ | ------ | +| Stamping Press Machine | ... | Stamped Coin Quality Data : 40 rows | csv | +| Conveyor Belt System | ... | Normal Belt : 900 rows
Cut-diagonal Belt : 900 rows
Cut-vertical Belt : 900 rows
Cut-vetrical-multiple Belt : 900 rows
Cut-vertical-diagonal Belt : 900 rows | csv | + +#### 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. + +#### Conveyor Belt System + + +## License +MIT + + [TUK]: + [SKT]: