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Object Detection of Flexible Objects with Arbitrary Orientation Based on Rotation-Adaptive YOLOv5

Object Detection of Flexible Objects with Arbitrary Orientation Based on Rotation-Adaptive YOLOv5

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_92d554091cc34abf8f95a03ae03d5dfb

Object Detection of Flexible Objects with Arbitrary Orientation Based on Rotation-Adaptive YOLOv5

About this item

Full title

Object Detection of Flexible Objects with Arbitrary Orientation Based on Rotation-Adaptive YOLOv5

Publisher

Switzerland: MDPI AG

Journal title

Sensors (Basel, Switzerland), 2023-05, Vol.23 (10), p.4925

Language

English

Formats

Publication information

Publisher

Switzerland: MDPI AG

More information

Scope and Contents

Contents

It is challenging to accurately detect flexible objects with arbitrary orientation from monitoring images in power grid maintenance and inspection sites. This is because these images exhibit a significant imbalance between the foreground and background, which can lead to low detection accuracy when using a horizontal bounding box (HBB) as the detec...

Alternative Titles

Full title

Object Detection of Flexible Objects with Arbitrary Orientation Based on Rotation-Adaptive YOLOv5

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_92d554091cc34abf8f95a03ae03d5dfb

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_92d554091cc34abf8f95a03ae03d5dfb

Other Identifiers

ISSN

1424-8220

E-ISSN

1424-8220

DOI

10.3390/s23104925

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