Various IoU descriptions in target detection - Code World

Various IoU descriptions in target detection

Enterprise 2023-09-12 08:04:07 views: null

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Origin blog.csdn.net/Goodness2020/article/details/128971846

Various IoU descriptions in target detection

Various IoU descriptions in target detection

Target Detection IOU

Target detection IOU calculation

[Target detection] IOU introduction

[Target detection] IOU loss CIOU

Target detection performance evaluation (IOU mAP)

Understanding of IOU GIOU DIOU CIOU in target detection

Simply understand what the IOU of target detection is

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

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

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

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

pytorch target detection yolov4 target detection various types of statistics counting pedestrians and vehicles statistics counting

ROI in target detection paper | Various methods of lateral learning

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

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

UML various legends and descriptions (excerpt)

UML various legends and descriptions (excerpt)

Python deep learning target detection evaluation indicators: mAP, Precision, Recall, AP, IOU, etc.

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

[Target detection] Concept understanding: region proposal, bounding box, anchor box, ground truth, IoU, NMS, RoI Pooling

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

"Target Detection" Summary of Target Detection

MAP calculated target detection accuracy (IOU, AP, precision, recall) the Keras-yolo3, the most complete history! ! Attached implementation code! !

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

Target detection [Object Detection]

Semantic segmentation, target detection, change detection algorithm accuracy evaluation indicators (precision, recall, iou, Miou, FWiou, PA, MPA, F1-score, Kappa...)

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 (a) - Target Detection Summary (Update)

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