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Vis."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1007\/s11263-009-0275-4","article-title":"The pascal visual object classes (VOC) challenge","volume":"88","author":"Everingham","year":"2010","journal-title":"Int. J. Comput. Vis."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"1037","DOI":"10.1167\/9.8.1037","article-title":"ImageNet: Constructing a large-scale image database","volume":"9","author":"Deng","year":"2010","journal-title":"J. Vis."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"6400","DOI":"10.1007\/s10489-021-02293-7","article-title":"Deep learning in multi-object detection and tracking: State of the art","volume":"51","author":"Pal","year":"2021","journal-title":"Appl. Intell."},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Redmon, J., Divvala, S., Girshick, R., and Farhadi, A. (2016, January 27\u201330). You Only Look Once: Unified, Real-Time Object Detection. 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