IMAGE LEARNING DEVICE FOR VISUAL INSPECTION AND VISUAL INSPECTION DEVICE

To provide an image learning device for visual inspection which can increase the learning efficiency by easily increasing image data being significant teacher data, and a visual inspection device using the same.SOLUTION: An image learning device for visual inspection for learning image data for visu...

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Main Authors NONOMURA HIROYUKI, NISHIHARA ATSUSHI, SHIRASUGA KEIICHI, MORIMOTO TAKAO, KAGANO MIKI
Format Patent
LanguageEnglish
Japanese
Published 06.10.2022
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Abstract To provide an image learning device for visual inspection which can increase the learning efficiency by easily increasing image data being significant teacher data, and a visual inspection device using the same.SOLUTION: An image learning device for visual inspection for learning image data for visual inspection of an article comprises: an image input unit which receives input of image data including a visual inspection spot of the article; an inspection information input unit which receives input of inspection information being an inspection result on whether or not the appearance of the article corresponding to the image data is either normal or abnormal; and a learning unit which learns association between the article and the inspection result on the basis of the image data and the inspection information. The image input unit receives input of the plurality of pieces of image data with different trimming positions generated by trimming from the same image data for each article.SELECTED DRAWING: Figure 1 【課題】容易に有意な教師データである画像データを増やして学習効率を上げることができる外観検査用画像学習装置、これを用いた外観検査装置を得ること。【解決手段】物品の外観検査をするための画像データを学習する外観検査用画像学習装置において、前記物品の外観検査箇所を含む画像データが入力される画像入力部と、前記画像データに対応する前記物品の外観が正常又は異常のいずれかであるかの検査結果である検査情報が入力される検査情報入力部と、前記画像データと前記検査情報とに基づいて、前記物品と前記検査結果とを関連付けを学習する学習部とを備え、前記画像入力部は、前記物品ごとに同じ前記画像データからトリミングによって生成された縁取り位置が異なる複数の前記画像データが入力されることを特徴とする。【選択図】 図1
AbstractList To provide an image learning device for visual inspection which can increase the learning efficiency by easily increasing image data being significant teacher data, and a visual inspection device using the same.SOLUTION: An image learning device for visual inspection for learning image data for visual inspection of an article comprises: an image input unit which receives input of image data including a visual inspection spot of the article; an inspection information input unit which receives input of inspection information being an inspection result on whether or not the appearance of the article corresponding to the image data is either normal or abnormal; and a learning unit which learns association between the article and the inspection result on the basis of the image data and the inspection information. The image input unit receives input of the plurality of pieces of image data with different trimming positions generated by trimming from the same image data for each article.SELECTED DRAWING: Figure 1 【課題】容易に有意な教師データである画像データを増やして学習効率を上げることができる外観検査用画像学習装置、これを用いた外観検査装置を得ること。【解決手段】物品の外観検査をするための画像データを学習する外観検査用画像学習装置において、前記物品の外観検査箇所を含む画像データが入力される画像入力部と、前記画像データに対応する前記物品の外観が正常又は異常のいずれかであるかの検査結果である検査情報が入力される検査情報入力部と、前記画像データと前記検査情報とに基づいて、前記物品と前記検査結果とを関連付けを学習する学習部とを備え、前記画像入力部は、前記物品ごとに同じ前記画像データからトリミングによって生成された縁取り位置が異なる複数の前記画像データが入力されることを特徴とする。【選択図】 図1
Author KAGANO MIKI
MORIMOTO TAKAO
NISHIHARA ATSUSHI
SHIRASUGA KEIICHI
NONOMURA HIROYUKI
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Snippet To provide an image learning device for visual inspection which can increase the learning efficiency by easily increasing image data being significant teacher...
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IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
Title IMAGE LEARNING DEVICE FOR VISUAL INSPECTION AND VISUAL INSPECTION DEVICE
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