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Hello,
Could you please explain why did you normalize the loss at the end by both:
- bbox_outside_weights
- output.size(0)
?
> iou_weights = bbox_inside_weights.view(-1, 4).mean(1) * bbox_outs…
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I am using CIOU for training where there can be multiple boxes at once, and I am getting NaN by your compute_ciou() loss function.
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I noticed that the task alignment code in the YOLOV8LabelEncoder calculates the overlaps with compute_ciou in place of compute_iou:
https://github.com/keras-team/keras-cv/blob/e360fb7047f4c628359c9…
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Should this two losses be added to keras_cv.losses ?
1. DIoU (Distance over IoU) Loss is independent to the size of the object being detected. It is seen to converge mush faster than GIoU even with…
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Could anyone derive the equations for _α_ and _v_ for CIoU loss ?
![CIoU_loss](https://user-images.githubusercontent.com/3324659/81928466-e1818f00-9617-11ea-82bf-4cdbac7816db.png)
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Hi, I have been read the code about the gaussian yolo a lang time now, but I am still confused about that how you guys combine the Gaussian yolov3 with the CIoU loss. As for the output of Gaussian yol…
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计算损失值ciou_loss= object_mask * (1 - ciou) 这个object_mask 是什么含义
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@hunglc007 Hi,
Are you planning to implement CIoU?
Examples:
* C: https://github.com/AlexeyAB/darknet/blob/a71b9a6e9a009cf94900c53deb344c5204835700/src/box.c#L233-L256
* Matlab: https://g…
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Hello,
I am writing a instance segmentation network and I adopt a SSD head as the detection head. If I want to adopt CIOU/DIOU, how should I modify my code to integrate them together? Can this repo…
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