Yolov8 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE - コードワールド

Yolov8 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

開発 2023-05-17 06:55:49 訪問数: null

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転載: blog.csdn.net/m0_63774211/article/details/130560700

Yolov8 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov8 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov8 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov8 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov8 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov5/Yolov7 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov5/Yolov7 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov5/Yolov7 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov5/Yolov7 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov5/Yolov7 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov5/Yolov7 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov5/Yolov7 improvement --- attention mechanism: ShuffleAttention, ECA, EffectiveSE, SE

Yolov8改进---注意力机制：ShuffleAttention、ECA、EffectiveSE、SE

Yolov8改进---注意力机制：ShuffleAttention、ECA、EffectiveSE、SE

Yolov5/Yolov7 improvement---attention mechanism: ICASSP2023 EMA is based on efficient multi-scale attention of cross-space learning, the effect is better than ECA, CBAM, CA | small target rises significantly

YOLOv5 Improvement | 2023 Attention Chapter | MLCA Hybrid Local Channel Attention (Lightweight Attention Mechanism)

Interpretation of Pytorch image processing attention mechanism SENet CBAM ECA module

YOLOV8 improvement: CVPR2023: Join the EfficientViT backbone: memory efficient ViT with cascade group attention

Yolov8 improvement --- attention mechanism: CoordAttention, the effect spikes CBAM, SE

Improve YOLOv8 | Plug and Play | Add [SE] [CBAM] [ECA] [CA] attention mechanism in the C2F module | Attach a detailed structure diagram

Baseline improvement of YOLOv8 in Mango YOLO column: Create a more convenient version NEW YOLOv8

YOLOV8 improvement: add Wiseiou, effectively increase points

yolov5 added CBAM, SE, CA, ECA attention mechanism, pure code (22.3.1 also updated)

YOLOv5-6.1 adds attention mechanism (SE, CBAM, ECA, CA)

ECA attention mechanism

YoloV8 improvement strategy: SPD-Conv is added to YoloV8, allowing small targets to have nowhere to hide

YOLOV5 adds attention mechanism, taking ECAttention as an example (series)

YOLOv5 improvements | 2023 attention | EMAttention attention mechanism (with multiple positions that can be added)

graph attention mechanism

YoloV8 improvement --- attention mechanism: the introduction of GCNet, GENet, the effect is better than SENet

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