Improved module of YOLOv8 algorithm - Code World

Improved module of YOLOv8 algorithm

News 2023-07-26 01:16:51 views: null

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Origin blog.csdn.net/weixin_38353277/article/details/128930304

Improved module of YOLOv8 algorithm

Adding Res2Net module to Yolov5 improved algorithm

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvements [NO.79] The improved loss function is VariFocal Loss

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvement [NO.71] attention mechanism Expectation-Maximization Attention (EMA module)

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvement [NO.73] Adding asymptotic feature pyramid network (AFPN module)

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvement [NO.72] attention mechanism Linear Context Transform Block (LCT module)

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvements [NO.70] NonDeepNe (ParNet module), a lightweight attention mechanism that does not increase network depth

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

Atlas merge algorithm (Improved)

LBP Algorithm and Its Improved Algorithm

Detailed explanation of c2f module of YOLOv8

Inference on yolov8 on c++ using openvino module

Improved YOLOv8 | Plug and Play | Full-Dimensional Dynamic Convolution | "OMNI-DIMENSIONAL DYNAMIC CONVOLUTION"

100 practical application cases of target detection YOLO - small target detection based on improved YOLOv8 (continued)

[Selected] Remote sensing image segmentation system: fused spatial pyramid pooling (FocalModulation) improved YOLOv8

Improved gradient descent algorithm notes

Improved Dark Channel Dehazing Algorithm

yolov3 yolov4 yolov5 yolov6 yolov7 yolov8 yolox Algorithm improvement, algorithm customization, algorithm guidance

Quick Sort Algorithm (Improved Bubble Algorithm)

YOLOV8 improvement: add the RepGhostBottleneck module in the C2f module, effectively increasing points

Improved YOLOv8: combined with lightweight backbone, Huawei's top publication IJCV2022: G-GhostNet!

The algorithm is improved by 8 queens and the C language of the Blue Bridge Cup is changed (backtracking method)

[YOLOv7/YOLOv5 series improvement NO.52] Integrating the C2f module in YOLOv8

Nanny level tutorial - YOLO series (YOLOv5/YOLOv7/YOLOv8) algorithm training data set

Yolov8 Lightweight: RepGhost, a hardware-efficient Ghost module through reparameterization

YOLOV8 improvement: Add RCS-OSA module to improve detection speed

Otsu Binarization Algorithm (Ostu Binarization Algorithm) and its improved algorithm

"Based on Improved Genetic Algorithm in Intelligent Grouping System"

Improved genetic algorithm (IGA) + python code implementation

Improved Sandcat Swarm Optimization Algorithm (ISCSO) - with code

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