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Journal of Sensors
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2019
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Article
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Tab 6
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Research Article
A Benchmarking of Learning Strategies for Pest Detection and Identification on Tomato Plants for Autonomous Scouting Robots Using Internal Databases
Table 6
Deep learning experiment results.
Metric
M1
M2
M3
M4
M5
M6
Precision Egg Trialeurodes
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0.54
0.63
0.58
0.71
0.56
0.59
Precision Egg Bemisia
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0.16
0.13
0.15
0.12
0.16
0.13
Precision Insect Trialeurodes
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0.72
0.63
0.65
0.74
0.69
0.69
Precision Insect Bemisia
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0.34
0.35
0.30
0.27
0.32
0.33
Recall Insect Bemisia
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0.20
0.16
0.32
0.27
0.34
0.16