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

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

News 2023-08-07 02:59:39 views: null

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

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

Yolov8 Lightweight: RepGhost, um módulo Ghost com eficiência de hardware por meio de reparametrização

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 improvement strategy: RepViT improves YoloV8, lightweight Block helps YoloV8 achieve better mobility

YoloV8 improvement strategy: lightweight Slim Neck creates the ultimate YoloV8

Improved module of YOLOv8 algorithm

How to improve YOLOv8 from a lightweight perspective?

Improving YOLOv5/YOLOv8: Reproduction combined with plug-and-play | Efficient multi-scale attention (EMA), the module becomes a small helper for YOLOv5 improvement

Detailed explanation of c2f module of YOLOv8

Inference on yolov8 on c++ using openvino module

Yolov8 Lightweight: RepGhost、再パラメータ化によるハードウェア効率の高い Ghost モジュール

Yolov8 Lightweight: RepGhost、再パラメータ化によるハードウェア効率の高い Ghost モジュール

Yolov8 Lightweight: RepGhost、再パラメータ化によるハードウェア効率の高い Ghost モジュール

Yolov8 Lightweight: Next-vit, the next generation visual transformer for real industrial scenes

YOLOV8 improvements: TripletAttention | plug-and-play lightweight attention mechanism

[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

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

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

RepGhost Analysis

Improve YOLOv8 | Feature Fusion | YOLOv8 Application BiFPN Structure | "EfficientDet: Scalable and Efficient Target Detection"

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

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

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

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

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

Model Compression - Reparameterization

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

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