Dataset: Breaking the barrier of human-annotated training data for machine-learning-aided plant research using aerial imagery

Dataset

Description

This dataset supports the implementation described in the manuscript "Breaking the Barrier of Human-Annotated Training Data for Machine-Learning-Aided Biological Research Using Aerial Imagery." It comprises UAV aerial imagery used to execute the code available at https://github.com/pixelvar79/GAN-Flowering-Detection-paper. For detailed information on dataset usage and instructions for implementing the code to reproduce the study, please refer to the GitHub repository.
Date made availableDec 12 2024
PublisherUniversity of Illinois Urbana-Champaign

Keywords

  • generative and adversarial learning
  • Plant phenotyping
  • UAS, drone
  • phenotyping
  • UAV

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