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Application of Yolov8 and Detectron2 for Bullet Hole Detection and Score Calculation From the Shooting Cards

Marya Butt (Onderzoeker); Ander de Keijzer (Lector); Jaimy Monsuur (Student); Ruben Stoop (Student); Nick Glas (Student)

The paper introduced an automatic score detection model using object detection techniques. The performance of sevenmodels belonging to two different architectural setups was compared. Models like YOLOv8n, YOLOv8s, YOLOv8m, RetinaNet-50, and RetinaNet-101 are single-shot detectors, while Faster RCNN-50 …

2023ICT & MediaPreprint

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Application of Yolov8 and Detectron2 for Bullet Hole Detection and Score Calculation From the Shooting Cards

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