This is the official code release for our manuscript: "Enhancing Small Object Perception through Synergistic Frequency-Spatial Modulation", which is currently submitted to The Visual Computer. This repository contains the source code, pre-trained models, and comprehensive usage guidelines (including dependencies and key algorithm implementations) for the SOEP module. Citation: If you find this code or our work useful in your research, please consider citing our relevant manuscript.