Automated system combines U²-Net detection and DINOv2 metric learning to reach 95.8% pollen classification recall and 6x speedup over manual expert analysis.
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Automated Palynological Analysis System: Integrating Deep Metric Learning and $U^{2}$-Net Detection in $H\infty$ bright field microscopy
Automated system combines U²-Net detection and DINOv2 metric learning to reach 95.8% pollen classification recall and 6x speedup over manual expert analysis.