Sensitization plant identification method based on attention mechanism

The invention relates to the technical field of plant intelligent identification, and discloses a sensitization plant identification method based on an attention mechanism, and the method comprises the steps: obtaining and screening sensitization plant images, and constructing a sensitization plant...

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Hauptverfasser: XIAO RONGBO, WANG PENG, HUANG FEI, LUO SHUHUA, XIAO MEIHONG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to the technical field of plant intelligent identification, and discloses a sensitization plant identification method based on an attention mechanism, and the method comprises the steps: obtaining and screening sensitization plant images, and constructing a sensitization plant image data set; performing data enhancement processing on the sensitization plant image in the sensitization plant image data set; labeling sensitization plant images in the sensitive plant image data set, and dividing the sensitive plant image data set after labeling is completed; constructing a sensitization plant identification model based on the attention mechanism, and training the model by using the divided sensitization plant image data set; and storing the trained sensitization plant identification model for sensitization plant identification detection of the to-be-detected image. According to the sensitization plant identification method based on the attention mechanism, the Precision, the Recall, the F1 s