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

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

Enterprise 2023-06-19 05:05:18 views: null

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Origin blog.csdn.net/qq_40716944/article/details/131265837

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

Optimize and improve the YOLOv5 algorithm by adding the DCNv3 module to effectively improve the target detection effect

Optimize and improve the YOLOv5 algorithm: add the SPD-Conv module to make small targets have nowhere to hide - (super detailed)

Analysis of YOLOv5 algorithm for target detection

[Target detection] YOLOV5 detailed explanation

Use tensorrt to deploy target detection models such as yolov5 in jetson nx (super detailed)

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

Analysis of Yolov5 target detection algorithm: model structure

yolov5 target detection

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

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

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

Installation of target detection yolov5

The basic idea of Yolov5 target detection

YOLOV5 target detection record

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

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

What is the role of normalizing the input layer data in the YOLOv5 target detection algorithm?

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

Yolov5/Yolov7 optimization: introduce Soft-NMS to improve the detection accuracy of densely occluded scenes

Detailed explanation and code implementation of target detection labeling file yolov5 (txt) format to coco (json) format

yolov5 pedestrian detection algorithm

Detailed explanation of yolov5 detection code

Optimize and improve the receptive field attention convolution operation (RFAConv) of the YOLOv5 algorithm, and the effect is faster than CBAM and CA, etc.

Use yolov5 for target detection and crop the detected target

Analysis of YOLOv2 algorithm for target detection

[Target detection] YOLOV2 detailed explanation

YOLO series target detection algorithm-YOLOv5

Target detection algorithm (R-CNN, fast R-CNN, faster R-CNN, yolo, SSD, yoloV2, yoloV3, yoloV4, yoloV5, yoloV6, yoloV7)

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

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