Copper converter blowing end point judgment system based on target detection algorithm

The invention relates to the technical field of copper converter blowing end point judgment, in particular to a copper converter blowing end point judgment system based on a target detection algorithm, and the system comprises a data input unit which is used for obtaining a high-temperature melt coo...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: QIU YUNHAO, TONG CHANGREN, ZHONG LIHUA, XU WU, HUANG JINDI, LI MINGZHOU, HE FAYOU
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention relates to the technical field of copper converter blowing end point judgment, in particular to a copper converter blowing end point judgment system based on a target detection algorithm, and the system comprises a data input unit which is used for obtaining a high-temperature melt cooling sample image of copper converter blowing as an input image; the model building unit is used for adding the Res2net-ECA module into the Yov5s target detection model, and replacing a positioning loss function box loss in an IOU (Input/Output Unit) loss function in the Yov5s target detection model by an Alpha-IOU loss function, so as to obtain a Yov5s-Res2net-ECA model; and the judgment unit is used for inputting the input image into the Yov5s-Res2net-ECA model, and outputting a judgment result of the blowing endpoint of the copper converter through the Yov5s-Res2net-ECA model. According to the method, the Res2net-ECA module is added into the Yov5s target detection model, and compared with the original Yov5s mode