Abstract: In order to solve the problem of insufficient data volume and low prediction accuracy caused by small sample data This article proposes a time series prediction large model based on ...

To address this challenge, FD-YOLO11, which is a YOLO11-based deep learning model with enhanced feature extraction and fusion mechanisms for attaining improved detection performance, is proposed in ...