Use of synthetic images for training a deep learning model for weed detection and biomass estimation in cotton

HIGHLIGHTS

  • who: Bishwa B. Sapkota from the DepartmentM University have published the research work: Use of synthetic images for training a deep learning model for weed detection and biomass estimation in cotton, in the Journal: Scientific Reports Scientific Reports of May/06,/2020
  • what: The model was trained with 50 instances of each class using the official TensorFlow implementation code provided in_(https://u200bgithub.u200bcom/u200bNVlabs/u200bstyleu200b gan2-u200bada). The training process took 5-6 h, depending on model objectives and structure. The second objective of the study was aimed at assessing the potential of detection . . .

     

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