Lightweight and Efficient Wheat Spike Detection for Small Targets

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

1. 1Lightweight deep neural network for contour detection and extraction of wheat spikes in complex field environments2025 · 1 citations
2. 2Improved YOLO-FastestV2 wheat spike detection model based on a multi-stage attention mechanism with a LightFPN detection head2024 · 23 citations
3. 3Real-Time Detection and Counting of Wheat Spikes Based on Improved YOLOv102024 · 48 citations
4. 4Lightweight Wheat Spike Detection Method Based on Activation and Loss Function Enhancements for YOLOv5s2024 · 6 citations
5. 5A Detection Approach for Wheat Spike Recognition and Counting Based on UAV Images and Improved Faster R-CNN2025 · 7 citations