Effects of fully connected layers on training accuracy and training loss. حسب Xinwu Du (14626908)

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UpFPN model structure. حسب Guofeng Qin (11025170)

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PAN-FPN model structure. حسب Guofeng Qin (11025170)

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Comparison of model evaluation metrics. حسب Guofeng Qin (11025170)

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Model cross-sectional comparison. حسب Guofeng Qin (11025170)

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Algorithm framework of this paper. حسب Xiaoqin Wu (470428)

"…The standard convolution blocks of the coding path and decoding path on the original network are improved to dense blocks, which enhances the transmission of features. The mixed loss function composed of the Binary Cross Entropy Loss function and the Tversky coefficient is used to replace the original single cross-entropy loss, which restrains the influence of irrelevant features on segmentation accuracy. …"

Comparison of different lightweighting models of YOLOv8n. حسب Wenyuan Xu (2553028)

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Comparison of model visualization before and after SPPFCSPC improvement. حسب Wenyuan Xu (2553028)

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AP values of three loss functions on the three datasets, including four indicators: AP@50, AP@75, AP@M, and AP@L. حسب Xunqian Xu (21261899)

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FPS values of different methods on the three datasets, where red represents the COCO dataset, yellow represents the MPII dataset, and green represents the HP dataset. حسب Xunqian Xu (21261899)

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The decomposition diagram of the large kernel convolution, where the blue grid represents the convolution kernel and the green grid represents the center point. حسب Xunqian Xu (21261899)

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Illustrates the structure of the C2F-SimDLKA module. After processing with CBS, the features are first split into two parts: one part is retained without any processing, and the ot... حسب Xunqian Xu (21261899)

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The network architecture of YOLOv8 comprises three parts. حسب Xunqian Xu (21261899)

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Implementation code and computational results.  حسب Xunqian Xu (21261899)

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FPS values of different methods on the three datasets. حسب Xunqian Xu (21261899)

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AP values of different methods on the three datasets, including four indicators: AP@50, AP@75, AP@M, and AP@L. حسب Xunqian Xu (21261899)

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Source data for figures and tables. حسب Xunqian Xu (21261899)

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Ap values of different methods on the three datasets. AP values include four indicators: AP@50, AP@75, AP@M, and AP@L. حسب Xunqian Xu (21261899)

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Details the DLKA structure, which includes the DLKA-Attention module and the FFN module. The DLKA-Attention module mainly consists of the DLKA module, which comprises deformable de... حسب Xunqian Xu (21261899)

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Steering system model. حسب Honglei Pang (22693724)

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