Accurate segmentation of green fruit based on optimized mask rcnn application in complex orchard

HIGHLIGHTS

  • who: Weikuan Jia and Xinting Ge from the China China have published the research: Accurate segmentation of green fruit based on optimized mask RCNN application in complex orchard, in the Journal: (JOURNAL)
  • what: In this study, persimmon dataset was produced to validate the accuracy results of the model, and ablation experiments were conducted with other segmentation models. Loss function correct loss function can help the model learn how to focus on the correct set of features in the data. In this study, the new model is compared with four algorithms: baseline mask RCNN, SOLOv2 (Wang . . .

     

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