Wheat Head Estimation

Wheat, as a cereal crop, has wheat heads as its grain storage organs. Therefore, the number of wheat heads is an important indicator for measuring its yield. Utilizing image analysis methods for counting the number of wheat heads offers improved efficiency compared to traditional manual counting methods, and allows for long-term monitoring and comparisons.

We provide an online web tool for predicting the number of wheat heads, which has been pre-trained using the GWHD2020 dataset. Intelligent ear counting is important for efficient and accurate crop yield estimation, facilitating informed agricultural decision-making.

Tools
example

Note: Single image file or compressed file of multiple images (.gz or .zip). Maximum file size 300Mb.

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Test example

Information of the example image

  • Species: wheat
  • Imaging tissue: ear
  • Image mode: RGB (visible light imaging)
  • More detailed information about this image in dataset

    Model & dataset

    Image dataset can be download here (dataset: GWHD2020).

    Estimate model can be download here.