Recognition of soybean pods and yield prediction based on improved deep learning model

HIGHLIGHTS

  • who: Haotian He and colleagues from the Anhui University, China have published the research: Recognition of soybean pods and yield prediction based on improved deep learning model, in the Journal: (JOURNAL)
  • what: To overcome the shortcomings of traditional artificial pods counting and yield estimation, such as timeconsuming, error-prone and subjective factors, in this paper, a pod counting method based on improved YOLOv5 model was proposed. In this experiment, soybeans were collected from R5. In this paper, when the soybean plant grew to full maturity, all the pods on the mature soybean plants of the . . .

     

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