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

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

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Origin blog.csdn.net/weixin_43694096/article/details/130453317

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

DRConv dynamic region-aware convolution based on Yolov5/Yolov7, plug and play, with significant growth!

Photovoltaic cell defect detection based on Yolov8 introduces ICCV2023 dynamic snake convolution and the exclusive network-first multi-dimensional collaborative attention module MCA, achieving full innovation and growth

YOLOv5, v7 improvement twenty-eight: ICLR 2022 rising point artifact - plug-and-play dynamic convolution ODConv

Practical implementation of industrial small target defect detection based on Yolov8 (2): Dynamic Snake Convolution (Dynamic Snake Convolution), achieving violent gains | ICCV2023

YOLOv8 improves the effective point increase series->Teach you step-by-step to add dynamic snake convolution (Dynamic Snake Convolution)

YoloV8 improvement strategy: Intel parameter-oriented efficient dynamic convolution KernelWarehouse, YoloV8’s top-notch package

YOLOv8最新改进系列：YOLOv8+ICCV 2023 - 动态蛇形卷积（Dynamic Snake Convolution）采用管状结构，拉升模型小目标、遮挡目标检测效果！

Three-dimensional convolution

改良されたYOLOv8 | プラグアンドプレイ | 全次元動的畳み込み | 「OMNI-DIMENSIONAL DYNAMIC CONVOLUTION」

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvements [NO.80] introduce plug-and-play CloFormer: the perfect integration of attention mechanism and convolution

YOLOv7 Improvement: CVPR 2023 | SCConv: Plug-and-Play Convolution for Spatial and Channel Reconstruction

Speaking from a multi-dimensional convolution, full connectivity in comparison CNN and full convolution

CNN: full convolution, same convolution, valid convolution

YOLOv8 улучшает серию эффективных увеличений очков -> Научит вас шаг за шагом добавлять динамическую свертку змеи (Dynamic Snake Convolution)

Conditionally convolution, I prefer to call it dynamic convolution CondConv: Conditionally Parameterized Convolutions for Efficient Inference

Yolov8 optimization: Convolution variant --- distribution shift convolution (DSConv), improve the memory efficiency and speed of the convolution layer

convolution?

convolution

ICCV2023｜DSConv: Dynamic Serpentine Convolution for Segmentation of Tubular Structures

Dynamic snake convolution module DySnakeConv implemented in pytorch code

Dynamic serpentine convolution tubular structure segmentation [CVPR 2023]

Paper Reading-DDFN: Decoupled Dynamic Filter Networks Decoupled Dynamic Convolution

From one-dimensional convolution, causal convolution (Causal CNN), expanded convolution (Dilation CNN) to temporal convolutional network (TCN)

[68] one-dimensional and three-dimensional convolution

Практическая реализация промышленного обнаружения дефектов малых целей на основе Yolov8 (2): Dynamic Snake Convolution (Dynamic Snake Convolution), достижение огромных успехов | ICCV2023

Практическая реализация промышленного обнаружения дефектов малых целей на основе Yolov8 (2): Dynamic Snake Convolution (Dynamic Snake Convolution), достижение огромных успехов | ICCV2023

Практическая реализация промышленного обнаружения дефектов малых целей на основе Yolov8 (2): Dynamic Snake Convolution (Dynamic Snake Convolution), достижение огромных успехов | ICCV2023

Практическая реализация промышленного обнаружения дефектов малых целей на основе Yolov8 (2): Dynamic Snake Convolution (Dynamic Snake Convolution), достижение огромных успехов | ICCV2023

Dynamic convolution super evolution! Channel Fusion Replaces Attention, Reduces Parameters by 75% and Significantly Improves Performance | ICLR 2021

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