Data for: A league-winner algorithm for defect classication in an industrial web inspection system
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http://doi.org/10.17632/sb9cn97sxb.1
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资源简介:
Data sheets with the set of defects used for training and testing the classiffiers.
Columns B to BC (if read with Excel) are the value of 54 descriptors.
Following two columns are the defect labelling given by an expert during the supervised training (both as a char or as
an index).
char E -> 6 fish-eye
char I -> 0 gel
char O -> 1 hole
char N -> 2 Black Speck
char B -> 3 Bug/Insect
char A -> 4 Wrinkle
char G -> 5 Rubber
char D -> 7 Oil Drop
char L -> 8 Light dirt
char F -> 9 Fail Transmission
First column is the name of the defect. Its first letter should be coherent with last two columns for defects with the
following exceptions:
- defects named as JXXXX.bmp are defects that can be considered as gel or rubber
- defects named as KXXXX.bmp are defects that can be considered as gel or black speck
- defects named as MXXXX.bmp are defects that can be considered as rubber or black speck
训练与测试分类器的缺陷集数据表。列B至BC(若使用Excel阅读)表示54个描述符的值。接下来的两列是专家在监督训练期间给出的缺陷标签(既可以是字符也可以是索引)。字符E对应6个鱼眼缺陷,字符I对应0个凝胶缺陷,字符O对应1个孔洞缺陷,字符N对应2个黑点缺陷,字符B对应3个虫/昆虫缺陷,字符A对应4个皱纹缺陷,字符G对应5个橡胶缺陷,字符D对应7个油滴缺陷,字符L对应8个轻微污渍缺陷,字符F对应9个传输失败缺陷。第一列是缺陷的名称,其首字母应与前两列的缺陷名称首字母一致,以下情况除外:名为JXXXX.bmp的缺陷可被视为凝胶或橡胶缺陷,名为KXXXX.bmp的缺陷可被视为凝胶或黑点缺陷,名为MXXXX.bmp的缺陷可被视为橡胶或黑点缺陷。
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