[Target detection] IOU loss CIOU - Code World

[Target detection] IOU loss CIOU

Enterprise 2023-04-08 20:09:57 views: null

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Origin blog.csdn.net/qq_35608277/article/details/127442303

[Target detection] IOU loss CIOU

Loss functions in target detection: IOU_Loss, GIOU_Loss, DIOU_Loss and CIOU_Loss

Target detection regression loss function IOU, GIOU, DIOU, CIOU, EIOU, Focal EIOU, alpha IOU loss function analysis

[Target detection algorithm] IOU, GIOU, DIOU, CIOU and YOLOv5 loss function

Understanding of IOU GIOU DIOU CIOU in target detection

[Improvement of IoU in target detection] Detailed introduction of GIoU, DIoU, CIoU

Target Detection IOU

Target detection IOU calculation

[Target detection] IOU introduction

Anchor frame loss paper download Iou-Loss [IoU Loss, GIoU Loss, DIoU Loss, CIoU Loss, CDIoU Loss, F-EIoU Loss, α-IoU Loss]

Loss function for target detection

Study Notes 2 - Cross-combination IOU Loss, GIOU Loss, DIOU Loss, CIOU Loss

Various IoU descriptions in target detection

YOLOv8’s latest improvement series: Optimize CIoU to Wise-IoU to help improve detection performance and effectively improve small target detection accuracy! ! ! Far ahead! ! ! ! !

[Target Detection] AAAI20 - Improving Bounding Box Regression "Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression"

Target detection performance evaluation (IOU mAP)

Simply understand what the IOU of target detection is

IOU、GIOU、DIOU、CIOU

Target detection detection performance evaluation (mAP, IOU, NMS)

New Inner-IoU loss function! ! ! Effectively improve detection results by calculating IoU through auxiliary bounding boxes

What is often referred to IoU target detection and mAP exactly?

Method for calculating IOU for rotating frame (obb) target detection

Simple understanding of weighted BCE Loss and weighted IoU Loss in small target segmentation

(Solved) The tiny ship target detection model is unstable, and the loss and gradient are nan

The loss weight of target detection YOLOv5, and the relationship with image size

Various loss accumulations used in deep learning target detection (continuously updated)

Target detection regression loss function 1: Comparison of L1 loss, L2 loss and Smooth L1 Loss

Pytorch implements IOU loss

IOU, GIOU, DIOU, CIOU principle and code introduction

GIOU loss+DIOU loss+CIOU loss

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