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

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

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Origin blog.csdn.net/qq_45062768/article/details/133946135

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

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

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

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

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

Practical improvement of YOLOv8 | Replacement of the backbone network Backbone (3) lightweight model ShuffleNetV2

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

YOLOv5 improvement series (24) - MobileViTv3 that replaces the backbone network (a further upgrade of the mobile lightweight network)

Improved YOLOv5: MobileNEtv2, v3 articles **Must increase points | Innovative and practical | Unified lightweight backbone network, including FastNet, ShuffleNet, mobileNet, Ghostnet, etc.

YOLOV5/YOLOV8 improvement: CVPR23: join the ConvNeXt V2 backbone, effectively increase points

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

Backbone network backbone

[Облегченный] Практическое усовершенствование YOLOv8 | Замена магистральной сети Backbone на GhostnetV2

Interpretation of the new version of Yolov8 (2): How to add the optimization point to the new version, and explain by adding the lightweight network Ghostnetv2 comparison

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

BBAVectors slanted frame detection network replaces lightweight backbone network

La conception légère du backbone YOLOv5 réduit la quantité de calcul en se combinant avec la structure GHostNetv2

Improving the YOLO series | YOLOv5/v7 replacing the backbone network with ResNet50/ResNet101

YOLOv8 latest improvement series: YOLOV8 backbone improvements - Huawei Noah proposes a new backbone architecture VanillaNet. YOLOv8 integrates the power of deep learning minimalism to greatly improve the robustness of the model! !

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

YOLOv5 Improvement Series (23) - MobileViTv2 to replace the backbone network (an efficient separable self-attention mechanism for mobile vision Transformer)

Yolov8 lightweight network: Ghostnet, G_ghost, Ghostnetv2 family battle (3): Huawei GhostNet is upgraded again, the best minimalist AI network G_ghost on the whole series of hardware | IJCV22

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

Yolov5 lightweight network: Ghostnet, G_ghost, Ghostnetv2 family battle (2): Huawei Ghostnetv2, new SOTA for end-side small model performance | NeurIPS22 Spotlight

YOLOv5 Improvement Series (19) - Swin TransformerV1 to replace the backbone network (ViT model with smaller parameters)

YOLOv5 Improvement Series (21) - RepViT to replace the backbone network (Tsinghua ICCV 2023|The latest open source mobile terminal ViT)

Target Detection - Test method for the backbone network backbone

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