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Journal of Sensors
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2019
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Article
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Tab 9
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Research Article
Detection of Apple Lesions in Orchards Based on Deep Learning Methods of CycleGAN and YOLOV3-Dense
Table 9
scores and IoU of YOLOV3-dense models trained by training datasets with different sizes.
Size of the dataset
10
50
100
200
400
500
600
700
F1 score
0.532
0.642
0.656
0.697
0.765
0.784
0.810
0.816
IoU
0.675
0.731
0.784
0.826
0.882
0.901
0.913
0.917