A DETR-based detector with a segmentation head detects utility poles and signs and estimates lean angle with about 1 degree mean error on a new UK Street View dataset, though YOLOv8 matches or beats it on several metrics.
OHL-UK: Wooden utility pole and electrical sign corpus with trained detection and segmentation models, 2025
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Advancing Utility Pole and Sign Detection Through Deep Learning
A DETR-based detector with a segmentation head detects utility poles and signs and estimates lean angle with about 1 degree mean error on a new UK Street View dataset, though YOLOv8 matches or beats it on several metrics.