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...

• מחבר ראשי: Crespo Yaguana, Brian Anthony (author)
• פורמט: bachelorThesis
• שפה: eng
• יצא לאור: 2024
• נושאים: Detección de objetos; Visión artificial; Aprendizaje profundo; Object detection; Computer vision; Deep learning
• גישה מקוונת: http://repositorio.yachaytech.edu.ec/handle/123456789/863