Improve YOLOv8 | Backbone Network | YOLOv8 Replaces FasterNet of Backbone Network | "Ran, Don't Walk: Fast Neural Network for Higher FLOPS" - Code World

Improve YOLOv8 | Backbone Network | YOLOv8 Replaces FasterNet of Backbone Network | "Ran, Don't Walk: Fast Neural Network for Higher FLOPS"

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Origin blog.csdn.net/weixin_43694096/article/details/130291796

Improve YOLOv8 | Backbone Network | YOLOv8 Replaces FasterNet of Backbone Network | "Ran, Don't Walk: Fast Neural Network for Higher FLOPS"

Improve YOLOv8 | Backbone Network | YOLOv8 Replaces ShuffleNetv2 of the Backbone Network | "ShuffleNet v2: A Practical Guide to Efficient Convolutional Neural Network Architecture Design"

Improve YOLOv8 | Backbone Network | YOLOv8 replaces PP-LCNet of the backbone network | "PP-LCNet: A Lightweight CPU Convolutional Neural Network"

Improve YOLOv8 | Backbone Network | YOLOv8 replaces the SwinTransformer of the backbone network | "Hierarchical Visual Transformer Based on Displacement Window"

Improve YOLOv8 | Backbone Network | YOLOv8 replaces MobileNetV3 of the backbone network | "Search for MobileNetV3"

Improve YOLOv8 | Backbone Network | YOLOv8 replaces GhostNet of the backbone network | Get more features from cheap operations

[Lightweight] Practical improvement of YOLOv8 | Replacing the backbone network Backbone's Ghostnet

[Lightweight] Practical improvement of YOLOv8 | Replacing the backbone network Backbone with GhostnetV2

Practical improvement of YOLOv8 | Replacement of the backbone network Backbone (6) Lightweight model VanillaNet advanced chapter

Practical improvement of YOLOv8 | Replacing the backbone network Backbone (5) Lightweight 2023 latest network VanillaNet, the power of minimalism in deep learning

Practical improvement of YOLOv8 | Replacing the backbone network Backbone with the 2023 latest model LSKNet, rotating target detection SOTA

YOLOv8/YOLOv7/YOLOv5/YOLOv4/Faster-rcnn series algorithm improvements [NO.83] Change the backbone feature extraction network Backbone to RevCol

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