CIGAR TOBACCO LEAF HARVESTING MATURITY IDENTIFICATION METHOD AND SYSTEM BASED ON INTEGRATED LEARNING
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United States of America Patent
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Issued Date -
Jan 11, 2024
app pub date -
Jun 12, 2023
filing date -
Jul 8, 2022
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Abstract
A cigar tobacco leaf harvesting maturity identification method and system based on integrated learning are provided. The method comprises: acquiring an image of a cigar tobacco leaf to be detected, and preprocessing the image of the cigar tobacco leaf to be detected; carrying out vectorization dimensionality reduction on the preprocessed image of the cigar tobacco leaf to be detected, and extracting RGB and HSV eigenvalues to obtain a feature set; carrying out feature dimensionality reduction on data in the feature set by using a Wrapper algorithm to obtain an initial data set of the image of the cigar tobacco leaf to be detected; and inputting the initial data set into a trained random forest model, and outputting a maturity identification result of the image of the cigar tobacco leaf.
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