Automatic maize trichome counting with TrichomeYOLO (IMAGE)

Nanjing Agricultural University The Academy of Science

Automatic maize trichome counting with TrichomeYOLO

Caption

(A) The original (non-analyzed) image. (B) Trichome detection by TrichomeYOLO. Scale bar, 1 mm. (C) The accuracy of the TrichomeYOLO measured by object loss, mean average precision (mAP), and recall rate (Recall). (D) Scatterplots of automatic counting vs. manual counting of trichome numbers. The shade of the color represents the level of point density. Dark purple indicates higher density of points and light purple represents lower density of points. (E) The scatterplots of the automatic counting using different models against manual counting of trichome numbers. Different colors represent different models.

Credit

Xu et al. from Nanjing Agricultural University

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Credit must be given to the creator.

License

CC BY

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