网络efficientvit 的相关内容

文章 2025-02-09 来自：开发者社区

RT-DETR改进策略【模型轻量化】| 替换骨干网络为 ICCV 2023的EfficientViT 用于高分辨率密集预测的多尺度线性关注

一、本文介绍本文记录的是基于EfficientViT的RT-DETR轻量化改进方法研究。EfficientViT通过构建多尺度线性注意力模块将全局感受野与多尺度学习相结合，并以此模块为核心构建网络，构建轻量级且硬件高效的操作，以提升性能并降低硬件部署难度。本文在替换骨干网络中配置了原论文中的EfficientViT_M0、EfficientViT_M1、EfficientViT_M2、Eff....

文章 2025-02-04 来自：开发者社区

YOLOv11改进策略【模型轻量化】| 替换骨干网络为 ICCV 2023的EfficientViT 用于高分辨率密集预测的多尺度线性关注

一、本文介绍本文记录的是基于EfficientViT的YOLOv11轻量化改进方法研究。EfficientViT通过构建多尺度线性注意力模块将全局感受野与多尺度学习相结合，并以此模块为核心构建网络，构建轻量级且硬件高效的操作，以提升性能并降低硬件部署难度。本文在替换骨干网络中配置了原论文中的EfficientViT_M0、EfficientViT_M1、EfficientViT_M2、Eff....

文章 2024-06-13 来自：开发者社区

【保姆级教程】【YOLOv8替换主干网络】【1】使用efficientViT替换YOLOV8主干网络结构（4）

【保姆级教程】【YOLOv8替换主干网络】【1】使用efficientViT替换YOLOV8主干网络结构（3）https://developer.aliyun.com/article/1536653 _predict_once函数修改替换ultralytics/nn/tasks.py中的BaseModel类的_predict_once函数，代码如下： ...

文章 2024-06-13 来自：开发者社区

【保姆级教程】【YOLOv8替换主干网络】【1】使用efficientViT替换YOLOV8主干网络结构（3）

【保姆级教程】【YOLOv8替换主干网络】【1】使用efficientViT替换YOLOV8主干网络结构（2）https://developer.aliyun.com/article/1536651 第2步–修改tasks.py中的相关内容 parse_model函数修改修改ultralytics/nn/tasks.py中的parse_model函数，修改后完整代码如下...

文章 2024-06-13 来自：开发者社区

【保姆级教程】【YOLOv8替换主干网络】【1】使用efficientViT替换YOLOV8主干网络结构（2）

【保姆级教程】【YOLOv8替换主干网络】【1】使用efficientViT替换YOLOV8主干网络结构（1）https://developer.aliyun.com/article/1536649 第1步–添加efficientVit.py文件，并导入在ultralytics/nn/backbone目录下，新建backbone网络文件efficientVit.py，内容如下：...

文章 2024-06-13 来自：开发者社区

【保姆级教程】【YOLOv8替换主干网络】【1】使用efficientViT替换YOLOV8主干网络结构（1）

1. efficientViT简介论文发表时间：2023.09.27 github地址：https://github.com/mit-han-lab/efficientvit paper地址：...

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