1 code implementation • 2 May 2024 • Tong Lei, Brian N. Bailey
To address this, a fully data-driven soil optics generative model (SOGM) for simulation of soil reflectance spectra based on soil property inputs was developed.
no code implementations • 1 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.
no code implementations • 23 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.
1 code implementation • 30 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.