BGF-YOLO:增强型 YOLOV8 与多尺度注意力特征融合,用于脑肿瘤检测摘要: 基于 YOLO的物体检测器在自动脑肿瘤检测中表现出了非凡的准确性。在本文中,通过将双级路由注意力(BRA)、广义特征金字塔网络(GFPN)和第四检测头整合到 YOLOv8 中,开发了一种新颖的 BGF-YOLO 架构。BGF-YOLO包含注意机制来关注更加重要的特征...
You Only Look Once (YOLO)-based object detectors have shown remarkable accuracy for automated brain tumor detection. In this paper, we develop a novel BGF-YOLO architecture by incorporating Bi-level routing attention, Generalized feature pyramid networks, and Fourth detecting head into YOLOv8. BGF...
BGF-YOLO:增强型YOLOV8与多尺度注意力特征融合,用于脑肿瘤检测,有uu会这个吗? 有uu会这个的嘛 摘要: 基于 YOLO的物体检测器在自动脑肿瘤检测中表现出了非凡的准确性。在本文中,通过将双级路由注意力(BRA)、广义特征金字塔网…显示全部 关注者1 被浏览12 关注问题写回答 邀请回答 好问题 ...
To address this issue, we propose a lightweight object detection algorithm, BGF-YOLOv10, specifically designed for small object detection, based on an improved version of YOLOv10n. First, we introduce a novel YOLOv10 architecture tailored for small objects, incorporating BoTNet, variants of C2f...
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BGF-YOLO contains an attention mechanism to focus more on important features, and feature pyramid networks to enrich feature representation by merging high-level semantic features with spatial details. Furthermore, we investigate the effect of different attention mechanisms and feature fusions, detection ...
To address this issue, we propose a lightweight object detection algorithm, BGF-YOLOv10, specifically designed for small object detection, based on an improved version of YOLOv10n. First, we introduce a novel YOLOv10 architecture tailored for small objects, incorporating BoTNet, variants of C2f...
To address this issue, we propose a lightweight object detection algorithm, BGF-YOLOv10, specifically designed for small object detection, based on an improved version of YOLOv10n. First, we introduce a novel YOLOv10 architecture tailored for small objects, incorporating BoTNet, variants of C2f...
To address this issue, we propose a lightweight object detection algorithm, BGF-YOLOv10, specifically designed for small object detection, based on an improved version of YOLOv10n. First, we introduce a novel YOLOv10 architecture tailored for small objects, incorporating BoTNet, variants of C2f...
To address this issue, we propose a lightweight object detection algorithm, BGF-YOLOv10, specifically designed for small object detection, based on an improved version of YOLOv10n. First, we introduce a novel YOLOv10 architecture tailored for small objects, incorporating BoTNet, variants of C2f...