# SMA-YOLO: An Improved YOLOv8 Algorithm Based on Parameter-Free Attention Mechanism and Multi-Scale Feature Fusion for Small Object Detection in UAV Images

> Research article (Remote Sensing, 2025) · cited 14× · AI/ML

**Wikidata**: [openalex:W4412389760](https://www.wikidata.org/wiki/openalex:W4412389760)  
**Source**: https://4ort.xyz/entity/sma-yolo-an-improved-yolov8-algorithm-based-on-parameter-free-attention-mechanism-and-multi-scale-feature-fusion-for-sma