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在中国,基于预先训练的视觉模型对农用车辆的田间道路分类

Xiaoqiang Zhang1,2, Ying Chen1,2

  • 1College of Information and Electrical Engineering, China Agricultural University, Beijing, China.

PeerJ. Computer science
|December 16, 2024
PubMed
概括

本研究引入了一种多视图方法,用于将农用车全球导航卫星系统 (GNSS) 轨迹分类为田野或道路. 与现有方法相比,这种方法显著提高了准确性和F1分数.

关键词:
田野道路分类的分类方式图像识别功能 图像识别功能多视图连续学习多视图连续学习预训练-精细调节的范式.

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