Introduction of Yolov5 small target performance improvement solution - Code World

Introduction of Yolov5 small target performance improvement solution

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Origin blog.csdn.net/m0_63774211/article/details/131455404

Introduction of Yolov5 small target performance improvement solution

Gain point artifact: small target performance improvement based on Yolov5/Yolov7

YOLOv5 improvement: Introduce DenseNet idea to create dense connection module, completely improve target detection performance

YoloV8 improvement strategy: NWD new paradigm of small target detection, helping YoloV5 and V8 to violently increase their points on small targets

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvement [NO.69] Improvement of small targets in remote sensing image target detection CATnet (ContextAggregation module)

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

Yolov5/Yolov7 improvement---attention mechanism: ICASSP2023 EMA is based on efficient multi-scale attention of cross-space learning, the effect is better than ECA, CBAM, CA | small target rises significantly

YOLOv8 use introduction and YOLOv7, YOLOv6, YOLOv5 performance comparison

Improving YOLOv5/YOLOv8: Reproduction combined with plug-and-play | Efficient multi-scale attention (EMA), the module becomes a small helper for YOLOv5 improvement

[YOLOv7/YOLOv5 series improvement NO.53] Integrating the ECVBlock module in the CFPNet network to improve the detection ability of small targets

[Reading notes for target detection papers] Small-object detection based on YOLOv5 in autonomous driving systems

Optimize and improve YOLOv5 algorithm for small target detection optimization YOLOv5_Face2 (super detailed)

How to improve the performance of small target detection

YOLOv5 Improvement Series (20) - Add BiFormer Attention Mechanism (CVPR2023|Small Goal Increase Point Artifact)

Introduction to YOLOv5

yolov5 target detection

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

A brief introduction to small sample target detection

Video target detection yolo algorithm small model self-training model comparison (yolov5 yolov7 yolov8)

[Capacity Improvement] Introduction to SQL Server Common Problems and Quick Solution Suggestions

[Target detection] YOLOV5 detailed explanation

Installation of target detection yolov5

The basic idea of Yolov5 target detection

YOLOV5 target detection record

Analysis of YOLOv5 algorithm for target detection

YOLOv5 improves the latest ICCV2023 conference LSKNet: the field of large selective convolution kernel is explored for the first time to help small target detection

Use yolov5 for target detection and crop the detected target

Analysis of YoloV5 related performance indicators

YOLOv5 performance evaluation and debugging

[Target detection] Introduction to YOLOV8 combat (5) Model prediction

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