Yolov8 improves the CoTAttention attention mechanism, and the effect instantly kills CBAM and SE - Code World

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

Enterprise 2023-12-17 17:28:40 views: null

NoSuchKey

Guess you like

Origin blog.csdn.net/qq_53545309/article/details/134217684

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

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

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

Yolov5/Yolov7 improvement --- attention mechanism: Polarized Self-Attention, the effect spikes CBAM, SE

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

Field smoke detection based on Yolov8 (4): Channel Priority Convolution Attention (CPCA), the effect is instantaneous to beat CBAM and SE, etc. | Latest publication of the Chinese Academy of Sciences in 2023

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

Improve YOLOv8 | Plug and Play | Add [SimAM] [CoTAttention] [SKAttention] [Double Attention] attention mechanism in the C2F module | Attach a detailed structure diagram

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 CBAM implementation

pytorch code implements CoTAttention of attention mechanism

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

YOLOV7 adds CBAM attention mechanism in different positions

CBAM attention mechanism - pytorch implementation

Attention mechanism - Convolutional Block Attention Module (CBAM)

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

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

[Deep Learning Attention Mechanism Series] - CBAM Attention Mechanism (with pytorch implementation)

[Attention] CBAM mechanism CV in companion -BAM module

Attention mechanism CBAM code implementation (sequel)

Robot Grabbing Series - CBAM Attention Mechanism

Detailed Attention Mechanism in Images (SEBlock | ECABlock | CBAM)

[Selected] Highway Intelligent Inspection System: CBAM Spatial Attention Mechanism Improved YOLOv5

Optimize and improve the receptive field attention convolution operation (RFAConv) of the YOLOv5 algorithm, and the effect is faster than CBAM and CA, etc.

Interpretation of Pytorch image processing attention mechanism SENet CBAM ECA module

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

Pytorch implements SE attention mechanism

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

Attention module SE, CBAM, ECA three code implementations

Recommended

Ranking

【运动控制】直流电机的建模与位置控制和力控制

9.1 Reporting

The C ++ 11 shared_ptr smart pointer

CSS imitation Taobao Home navigation bar layout effects

Correctly implement ether transfers

Spring MVC学习(2)—Spring MVC中容器的层次结构以及父子容器的概念

Practical method VScode software, Linux systems use a script to perform the python

linux localtime_r()获取的时间比实际时间差八个小时

: The method of Android programming to operate the mobile phone call record

Frp internal network penetrates external network remote desktop and ssh to connect to campus network server

Daily

More

2025-03-24(0)

2025-03-23(0)

2025-03-22(0)

2025-03-21(0)

2025-03-20(0)

2025-03-19(0)

2025-03-18(0)

2025-03-17(0)

2025-03-16(0)

2025-03-15(0)