GuanchenDu

Detection and Tracking of Small Targets in Remote Sensing Images

This study delves into the intricate task of identifying and monitoring these minute targets within such images.

object detection, object tracking, remote sensing

Time Series Prediction Model Based on Convolutional Neural Networks with Attention

This paper aims to explore a new method for time series prediction, namely Convolutional Neural Networks (CNN) with an attention mechanism, to capture the key features of time series.

Time Series Prediction, Convolutional Neural Network, attention mechanisms

Enhancing the application of signal light recognition for the YOLOv8 model in complex traffic scenarios

The proposed method, based on the improved YOLOv8 model combined with the GAM attention mechanism for signal light recognition, effectively enhances the accuracy and robustness of traffic light detection in complex traffic environments

Object detection, YOLOv8, attention mechanisms, traffic signals

Hello, World.

I'm Guanchen Du.

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Attention in YoLOv8 for Light Recognition

Time Series Prediction With CNN

Detect Remote Sensing Images Target With YOLT

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