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Showing results for diou liu
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A Forest Wildlife Detection Algorithm Based on Improved YOLOv5s.
Yang W, Liu T, Jiang P, Qi A, Deng L, Liu Z, He Y. Yang W, et al. Animals (Basel). 2023 Oct 7;13(19):3134. doi: 10.3390/ani13193134. Animals (Basel). 2023. PMID: 37835740 Free PMC article.
The Swin Transformer module is combined with a CNN network to add a Self-Attention mechanism, thus improving the perceptual field for feature extraction. Furthermore, a new loss function (DIOU_Loss) and an adaptive class suppression loss (L_BCE) are adopted to accelerate t …
The Swin Transformer module is combined with a CNN network to add a Self-Attention mechanism, thus improving the perceptual field for featur …
YOLOv5-AC: Attention Mechanism-Based Lightweight YOLOv5 for Track Pedestrian Detection.
Lv H, Yan H, Liu K, Zhou Z, Jing J. Lv H, et al. Sensors (Basel). 2022 Aug 7;22(15):5903. doi: 10.3390/s22155903. Sensors (Basel). 2022. PMID: 35957461 Free PMC article.
In addition, both the context attention module CxAM and the content attention module CnAM are added to the FPN part to correct the target position deviation in the process of feature extraction so that the accuracy of detection can be improved. What is more, DIoU_NMS is em …
In addition, both the context attention module CxAM and the content attention module CnAM are added to the FPN part to correct the target po …
Improved YOLOv7 Network Model for Gangue Selection Robot for Gangue and Foreign Matter Detection in Coal.
Yang D, Miao C, Li X, Liu Y, Wang Y, Zheng Y. Yang D, et al. Sensors (Basel). 2023 May 28;23(11):5140. doi: 10.3390/s23115140. Sensors (Basel). 2023. PMID: 37299867 Free PMC article.
The method involves reducing the number of convolution layers of the backbone, adding a small size detection layer to the head to enhance the small target detection, introducing a contextual transformer networks (COTN) module, employing a distance intersection over union (DIoU …
The method involves reducing the number of convolution layers of the backbone, adding a small size detection layer to the head to enhance th …