Ningzhong Liu

Sep 21, 2023 | arxiv.org | Han Sun |Ningzhong Liu |Huiyu ZHou |Jiaquan Shen

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Mar 17, 2023 | mdpi.com | Ningzhong Liu |Pan Gao |Han Sun |Mingjing Pei

4. ExperimentsTo verify the effectiveness of our proposed method, the MVTec AD and BTAD datasets are used to evaluate our performance. Additionally, the ablation study is conducted on the MVTec dataset to examine the impact of various blocks or parameters on the results. 4.1. DatasetsMVTec AD is an industrial inspection-focused dataset for comparing anomaly detection methods. There are 15 different object and texture categories. Each class is split into a training set and a testing set.