PERSONAL PROTECTIVE EQUIPMENT DETECTION USING YOLOV8 ARCHITECTURE ON OBJECT DETECTION BENCHMARK DATASETS: A COMPARATIVE STUDY

Personal protective equipment detection using YOLOv8 architecture on object detection benchmark datasets: a comparative study

AbstractOver the past decade, global industrial and construction growth has underscored the importance of safety.Yet, accidents continue, often with dire outcomes, despite numerous safety-focused initiatives.Addressing this, this article introduces a novel approach using YOLOv8, a rapid object detection model, for recognizing personal protective eq

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Neurological deterioration after posterior fossa decompression for adult syringomyelia: Proposal for a summarized treatment algorithm

BackgroundPatients with syringomyelia who present with new neurological symptoms after posterior fossa decompression (PFD) are not uncommon.However, systematic reports on different pathologies are few in the literature.ObjectiveThe purpose of this study was to summarize our experience for failed PFD.MethodsBetween January 2015 and December 2019, 85

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The perception of palaeontology in commercial off-the-shelf video games and an assessment of their potential as educational tools

Video games now comprise the largest sector of the media entertainment industry.Hundreds of video games, spanning a huge variety of genres and platforms, use extinct animals and/or palaeontological themes as a basis for their Chaps gameplay.Because of this, many players, especially children, spend long periods of time engaging with and being immers

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Association of single nucleotide polymorphism in melanocortin receptor gene with egg production traits in lohmann brown chickens

Melanocortin receptor (MC4R) plays an important role in central melanocortin system and regulation of feed intake Chaps in birds.In this study the melanocortin gene (MC4R) was proposed as a candidate gene for egg production traits (yield and weight) in Lohmann Brown hens.DNA from blood samples was extracted to amplify the MC4R gene and the purified

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