A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS
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Basel: MDPI AG
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Language
English
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Basel: MDPI AG
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Contents
YOLO has become a central real-time object detection system for robotics, driverless cars, and video monitoring applications. We present a comprehensive analysis of YOLO’s evolution, examining the innovations and contributions in each iteration from the original YOLO up to YOLOv8, YOLO-NAS, and YOLO with transformers. We start by describing the sta...
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A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS
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TN_cdi_doaj_primary_oai_doaj_org_article_cd49408b9cbb4a6aa22a6cee259ea836
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cd49408b9cbb4a6aa22a6cee259ea836
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ISSN
2504-4990
E-ISSN
2504-4990
DOI
10.3390/make5040083
