· This shortage results in slower and less effective convergence as the predicted box can "wander around" during the training process and eventually end up producing a worse model. In this paper a new loss function SIoU was suggested, where penalty metrics were redefined considering the angle of the vector between the desired regression.

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 · :AI。. ： YOLOv5,trick, …

In this paper a new loss function SIoU was suggested, where penalty metrics were redefined considering the angle of the vector between the desired regression. Applied to conventional Neural Networks and datasets it is shown that SIoU improves both the speed of training and the accuracy of the inference. The effectiveness of the proposed loss ...

 · 1. SIoU 1.1 IoU, ( GIoU, DIoU, CIoU ),,SIoU,,： （1） (Angle cost),

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 · Accés et zone technique. Accès : De Signes, prendre le plateau de SIOU Blanc direction la Limatte. Trajet du parking vers la zone technique : 10 minutes. Accés PMR : non. Description. Description : Ne pas voler par Sud Est (travers droit). Garer les voitures avant la barrière de la Limatte. Ne pas fumer sur les décollages.

 · SIoU =Distance cost（angle + distance）+Shape cost+IOU loss 2.1 Angle cost Angle cost,B,B_GT,BB_GTalpha …

 · SIoU,,,,。 YOLOv6s SIoU loss, CIoU loss, 0.3% AP。 3. ,YOLOv6 。 1 …

 · SIoU 。,""。 [En], SIoU,,。, …

 · IoU . IoU,,：. I oU = ∣A∪B∣∣A∩B∣. LossI oU = 1− I oU. IoU …

 · SIOU-LOSS #14 Open szy981015 opened this issue May 29, 2022 · 6 comments Open SIOU-LOSS #14 szy981015 opened this issue May 29, 2022 · 6 comments Comments Copy link szy981015 commented May 29, 2022,SIOU …

（IU）,1993516 ,、、。 20089,《 M! Countdown 》《 》,；,《 Lost And Found 》。 20094,《 Growing Up 》 [1] ；11,《 IU...Im 》 [2] 。 2010,《 …

 · 、、, Light-YOLOv5,。, Backbone SepViT Block, Backbone ；, Light-BiFPN Neck,；, …

 · hllyzms DIoUNMS,,NMS。,anchorbox,...

 · SIoU4Cost： Angle cost Distance cost Shape cost IoU cost 2.1 Angle cost LF ""。, X Y （）,。 𝛼 ≤Π/4,𝛼, β： …

SepViT + BiFPN + SIoU YOLOv5 . 、、, Light-YOLOv5,。., Mish SIoU …

 · GIoU A,。 uGT。 DIoU GIoU,DIoU：anchor,,GT CIoU SIoU costshape cost, cost ：,α …

 · SIoU ,YOLOv6 SIoU[9] 。 ：, …

 · ## | SIoU 50.3 AP+7.6ms、YoloV5、YoloX, …

 · Introduction. ZynqMP SoC has a Serdes/SIOU (Serial Input and Output block) module which provides High Speed Physical interface. for the below High Speed peripherals present in the SoC. USB (2 controllers) SATA (1 controller with two lanes) Display Port (1 controller with two lanes) SGMII (4 controllers)

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In this paper a new loss function SIoU was suggested, where penalty metrics were redefined considering the angle of the vector between the desired regression. Applied to conventional Neural Networks and datasets it is shown that SIoU improves both the speed of training and the accuracy of the inference.

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 · . ,CIoUSIoU. ：1 utils/metrics.py def bbox_iou . def bbox_iou(box1, …

 · GIoU loss,DIoU loss,。. DIoU loss,GIoU loss。.,DIoU,GIoUIoU ...

 · YOLOAir： YOLOv5,YOLO。,,Backbone、Neck、Head、、IoU、NMS、Loss、、、, YOLOAir 。

 · New issue. PP-YOLOESIoU Loss (SCYLLA-IoU Loss)？. #6070. Closed. lixiangMindSpore opened this issue on May 26 · 17 comments.

 · （bilibili）,,、、、、、、,up！

 · ,SIoU,,。., SIoU 。. 。., …

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