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Journal of Sensors
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2022
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Article
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Tab 1
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Research Article
[Retracted] Application of Convolution Neural Network Algorithm Based on Intelligent Sensor Network in Target Recognition of Corn Weeder at Seedling Stage
Table 1
Comparison of accuracy and recall results of different models.
Model
Accuracy (%)
Recall (%)
Time (ms)
CNN (ResNet-50)
61.77
65.42
216
CNN (ResNet-101)
62.08
70.17
234
CNN (VGG-16)
73.49
79.59
197
Fast-CNN (ResNet-50)
82.35
77.19
268
Fast-CNN (ResNet-101)
81.34
80.01
254
Fast-CNN (VGG-16)
87.64
80.23
271