Search Results for author: Zhenghao Fei

Found 2 papers, 1 papers with code

End-to-end deep learning for directly estimating grape yield from ground-based imagery

no code implementations4 Aug 2022 Alexander G. Olenskyj, Brent S. Sams, Zhenghao Fei, Vishal Singh, Pranav V. Raja, Gail M. Bornhorst, J. Mason Earles

The object detection model was trained on hand-labeled images to localize grape bunches, and either bunch count or pixel area was summed to correlate with grape yield.

Management Object +3

Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection

1 code implementation30 Aug 2021 Zhenghao Fei, Alex Olenskyj, Brian N. Bailey, Mason Earles

To enable more data efficient and generalizable neural network models in agriculture, we propose a method that generates photorealistic agricultural images from a synthetic 3D crop model domain into real world crop domains.

Domain Adaptation Generative Adversarial Network +3

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