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Deep Active Learning for Surface Defect Detection

Most of the current object detection approaches deliver competitive results with an assumption that a large number of labeled data are generally available and can be fed into a deep network at once. However, due to expensive labeling efforts, it is difficult to deploy the object detection systems in...

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Detalles Bibliográficos
Autores principales: Lv, Xiaoming, Duan, Fajie, Jiang, Jia-Jia, Fu, Xiao, Gan, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146140/
https://www.ncbi.nlm.nih.gov/pubmed/32188066
http://dx.doi.org/10.3390/s20061650