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LeTra: a leaf tracking workflow based on convolutional neural networks and intersection over union.

Federico Jurado-RuizThu-Phuong NguyenJoseph PellerMaría José AranzanaGerrit PolderMark G M Aarts
Published in: Plant methods (2024)
The method provided is robust for leaf tracking on top-down images. Although one of the strong components of the method is the low requirement in training data to achieve a good base result (based on fine-tuning), most of the tracking issues found could be solved by expanding the training dataset for the Mask R-CNN model.
Keyphrases
  • convolutional neural network
  • deep learning
  • electronic health record
  • virtual reality
  • air pollution
  • big data
  • optical coherence tomography