Search Results for author: Brian N. Bailey

Found 3 papers, 1 papers with code

Walnut Detection Through Deep Learning Enhanced by Multispectral Synthetic Images

no code implementations1 Nov 2023 Kaiming Fu, Tong Lei, Maryia Halubok, Brian N. Bailey

The accurate identification of walnuts within orchards brings forth a plethora of advantages, profoundly amplifying the efficiency and productivity of walnut orchard management.

Management

Fusion-Driven Tree Reconstruction and Fruit Localization: Advancing Precision in Agriculture

no code implementations23 Oct 2023 Kaiming Fu, Peng Wei, Juan Villacres, Zhaodan Kong, Stavros G. Vougioukas, Brian N. Bailey

Fruit distribution is pivotal in shaping the future of both agriculture and agricultural robotics, paving the way for a streamlined supply chain.

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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