# Research on Fine-Grained Image Recognition of Birds Based on Improved YOLOv5

> Research article (Sensors, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4387259407](https://www.wikidata.org/wiki/openalex:W4387259407)  
**Source**: https://4ort.xyz/entity/research-on-fine-grained-image-recognition-of-birds-based-on-improved-yolov5