Attention module SE, CBAM, ECA three code implementations - Code World

Attention module SE, CBAM, ECA three code implementations

News 2023-07-11 18:39:18 views: null

NoSuchKey

Guess you like

Origin blog.csdn.net/Vertira/article/details/131014548

Attention module SE, CBAM, ECA three code implementations

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

Interpretation of Pytorch image processing attention mechanism SENet CBAM ECA module

Improve YOLOv7 | Add [CA] [ECA] [CBAM] [SE] attention mechanism in ELAN module and ELAN-H module | Attach detailed structure diagram

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

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

Attention mechanism - Convolutional Block Attention Module (CBAM)

CBAM: Convolutional Block Attention Module—— channel attention + spatial attention

[Attention] CBAM mechanism CV in companion -BAM module

Attention mechanism: based on Yolov8's Triplet attention module, plug and play, the effect is better than cbam and se, and the increase point is obvious

Attention mechanism CBAM code implementation (sequel)

Yolov5/Yolov7 improvement --- attention mechanism: SimAM (no parameter Attention) and NAM (based on standardized attention module), the effect spikes CBAM, SE

YoloV8 improvement strategy: BAM bottleneck attention module | BAM detailed explanation and code comments | CBAM companion article | Effective points

Improved version of ASPP (2): CBAM (convolutional attention module) is added to the ASPP module, namely CBAM_ASPP

Detailed Interpretation of Vernacular (8) ----- CBAM: Convolutional Block Attention Module

2018 ECCV „CBAM: Convolutional Block Attention Module“ PyTorch-Implementierung

ECA attention mechanism

[Paper notes] CBAM: Convolutional Block Attention Module (convolutional block attention model)

Interpretation of Pytorch image processing attention mechanism SENet CBAM ECA module

Interpretation of Pytorch image processing attention mechanism SENet CBAM ECA module

Interpretation of Pytorch image processing attention mechanism SENet CBAM ECA module

Interpretation of Pytorch image processing attention mechanism SENet CBAM ECA module

Attention mechanism CBAM implementation

ATTENTION TRANSFER and CBAM

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

Two implementations of attention in pytorch

yolov5 a ajouté le mécanisme d'attention CBAM, SE, CA, ECA, code pur (22.3.1 également mis à jour)

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

Yolov8 improves the CoTAttention attention mechanism, and the effect instantly kills CBAM and 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

Recommended

Ranking

C#_e.Handled usage

Edge Computing: The Future Way to Improve Cloud Computing Efficiency

javascript The Definitive Guide Chapter 15 Using Canvas drawing

Local crawler test

[Java] Two layers of for loop break out

Freecms springboot version installation

Comparing a bit to a boolean

Build a java web environment with Dockerfile

Graph-based social recommendation algorithm

Databricks open source LLM, training only takes three hours and $30

Daily

More

2025-04-21(0)

2025-04-20(0)

2025-04-19(0)

2025-04-18(0)

2025-04-17(0)

2025-04-16(0)

2025-04-15(0)

2025-04-14(0)

2025-04-13(0)

2025-04-12(0)