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

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

발 2023-05-17 06:55:50 독서 시간: null

NoSuchKey

추천

출처blog.csdn.net/m0_63774211/article/details/130560700

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

Yolov5/Yolov7 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

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: SimAM (no parameter Attention) and NAM (based on standardized attention module), the effect spikes CBAM, SE

Interpretation of Pytorch image processing attention mechanism SENet CBAM ECA module

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

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

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)

Attention mechanism (3): Bahdanau attention

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

ECA attention mechanism

Regarding the attention mechanism, what is the attention mechanism?

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

Attention mechanism organization

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

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

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

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