Improved YOLO-FastestV2 wheat spike detection model based on a multi-stage attention mechanism with a LightFPN detection head

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Real-Time Detection and Counting of Wheat Spikes Based on Improved YOLOv102024 · 48 citations
2. 2Lightweight and Efficient Wheat Spike Detection for Small Targets2024
3. 3Study on automatic detection of wheat spike grain number based on deep learning2026 · 1 citations
4. 4YOLOv8-EMA-P2: An Enhanced Deep Learning Framework for Wheat Grain Detection and Counting from Single-Spike Images2026
5. 5Wheat Head Detection in Field Environments Based on an Improved YOLOv11 Model2025 · 10 citations