The efficient multi-scale attention. by Yang Zhang (30734)

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Comparison chart of the ablation test detection. by Wenyuan Xu (2553028)

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Comparison of the detection effect of different models. by Wenyuan Xu (2553028)

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A comparison chart of the detection effect. by Wenyuan Xu (2553028)

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Performance comparison results of different algorithms. by Wenyuan Xu (2553028)

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Visualization of algorithm detection results. by Xinpeng Yao (18882573)

“…<div><p>Aiming at the problem that small and irregular detection targets such as cyclists have low detection accuracy and inaccurate recognition by existing 3D target detection algorithms, MAT-PointPillars (Multi-scale Attention and Transformer PointPillars), a 3D object detection algorithm, extends PointPillars with multi-scale vision Transformers and attention mechanisms. …”

Graph of YOLOv8n detection results with different loss functions. by Wenyuan Xu (2553028)

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Network structure diagram of YOLOv8 algorithm. by Weiyu Han (3448742)

Flowchart of abnormal detection for CCL. by Zhibo Xie (6790775)

Fuzzy rule algorithm for severity assessment. by Chatla Subbarayudu (21368330)

Optimal hyperparameters of the model-agnostic meta-learning algorithm with few-shot tasks. by Soraya Khanmohmmadi (21539953)

Comparison diagram of detection accuracy. by Xinwei Wang (352488)

“…Experimental results on the VisDrone2019 UAV dataset show that the improved algorithm achieves a 5.9%, 4.5%, and 6.1% increase in detection precision, detection recall, and mean average precision, respectively, compared to the original algorithm. …”

Structure of Slim-Neck module. by Wenyuan Xu (2553028)

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Configuration of training parameters for the dataset. by Wenyuan Xu (2553028)

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Structure of V0V-GSCSP module. by Wenyuan Xu (2553028)

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Performance comparison of YOLOv8n adding different loss functions. by Wenyuan Xu (2553028)

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Performance comparison results of different C2f improvement modules. by Wenyuan Xu (2553028)

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YOLOv8n adds different loss function training process curve change plot. by Wenyuan Xu (2553028)

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Structure of CBAM. by Wenyuan Xu (2553028)

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Performance comparison results of different SPPF improvement modules. by Wenyuan Xu (2553028)

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