BronchoLumen applies YOLOv8 and YOLOv12 to bronchial orifice detection, achieving mAP@0.5 of 0.91 and 0.84 on in-domain tests and 0.68 on cross-domain tests with open-weight models released.
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BronchoLumen: Analysis of recent YOLO-based architectures for real-time bronchial orifice detection in video bronchoscopy
BronchoLumen applies YOLOv8 and YOLOv12 to bronchial orifice detection, achieving mAP@0.5 of 0.91 and 0.84 on in-domain tests and 0.68 on cross-domain tests with open-weight models released.