A deep learning model for firearm detection in surveillance videos

A deep learning model for firearm detection in surveillance videos

This work focuses on the detection of firearms in non-canonical perspectives in surveillance videos using deep learning with a focus on computational efficiency. In particular, the performance of YOLOv8, a state-of-the-art architecture, is evaluated using the nano version, its most efficient variant...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awdur: Crespo Yaguana, Brian Anthony (author)
Fformat: bachelorThesis
Iaith:eng
Cyhoeddwyd: 2024
Pynciau:
Detección de objetos
Visión artificial
Aprendizaje profundo
Object detection
Computer vision
Deep learning
Mynediad Ar-lein:http://repositorio.yachaytech.edu.ec/handle/123456789/863
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

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http://repositorio.yachaytech.edu.ec/handle/123456789/863

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