基于无人机图像以及不同机器学习和深度学习模型的小麦倒伏率检测

Wheat Lodging Ratio Detection Based on UAS Imagery Coupled with Different Machine Learning and Deep Learning Algorithms

Paulo FLORES, Zhao ZHANG

Table 2 Detection accuracy comparison between RF and ResNet101 at different flight heights Unit： %

Model Flight hight 15 m （50 ft.） 46 m （150 ft.） 91 m （300 ft.） RF 71.5 70.8 71.4 ResNet101 75.2 75.1 75.3