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@plant-ai-biophysics-lab

Plant AI and Biophysics Lab

UC Davis research lab focused on developing AI-enabled sensing solutions for agriculture and food systems.

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  1. CropGAN CropGAN Public

    Open source code for the paper Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection

    Jupyter Notebook 12 1

  2. DeformableCNN-PlantTraits DeformableCNN-PlantTraits Public

    A deformable CNN model that accepts multiple sensor inputs and predicts multiple continuous plant trait outputs. SOTA on the 2021 Autonomous Greenhouse Challenge dataset.

    Jupyter Notebook 12 8

  3. AgML AgML Public

    Forked from Project-AgML/AgML

    AgML is a comprehensive library for agricultural machine learning. Currently, AgML provides access to a wealth of public agricultural datasets for common agricultural deep learning tasks.

    Python 3 2

Repositories

Showing 8 of 8 repositories
  • AgML Public Forked from Project-AgML/AgML

    AgML is a comprehensive library for agricultural machine learning. Currently, AgML provides access to a wealth of public agricultural datasets for common agricultural deep learning tasks.

    plant-ai-biophysics-lab/AgML’s past year of commit activity
    Python 3 Apache-2.0 28 0 0 Updated Sep 30, 2024
  • CropGAN Public

    Open source code for the paper Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection

    plant-ai-biophysics-lab/CropGAN’s past year of commit activity
    Jupyter Notebook 12 BSD-2-Clause 1 0 2 Updated Aug 24, 2024
  • rs-spatiotemporal-vineyard-yield-forecasting Public

    Spatiotemporal vineyard yield forecasting using satellite imagery and management data fusion

    plant-ai-biophysics-lab/rs-spatiotemporal-vineyard-yield-forecasting’s past year of commit activity
    Jupyter Notebook 1 BSD-3-Clause 1 0 0 Updated Feb 15, 2024
  • AI-Food-Pathogen-Detection Public

    Detection of food pathogens in food and ag water using Faster R-CNN and phage-based biosensing

    plant-ai-biophysics-lab/AI-Food-Pathogen-Detection’s past year of commit activity
    Python 0 BSD-3-Clause 1 1 0 Updated Oct 15, 2022
  • DeformableCNN-PlantTraits Public

    A deformable CNN model that accepts multiple sensor inputs and predicts multiple continuous plant trait outputs. SOTA on the 2021 Autonomous Greenhouse Challenge dataset.

    plant-ai-biophysics-lab/DeformableCNN-PlantTraits’s past year of commit activity
    Jupyter Notebook 12 BSD-3-Clause 8 0 0 Updated Jun 30, 2022
  • Git-Started Public

    Lab GitHub workflow walk-through

    plant-ai-biophysics-lab/Git-Started’s past year of commit activity
    0 BSD-3-Clause 0 0 1 Updated Jun 28, 2022
  • CropGANData Public

    The example data to train and inference CropGAN

    plant-ai-biophysics-lab/CropGANData’s past year of commit activity
    Python 0 1 0 0 Updated Dec 10, 2021
  • Agkit-Mobile Public Forked from NoahTarr/Agkit-Mobile
    plant-ai-biophysics-lab/Agkit-Mobile’s past year of commit activity
    Java 0 1 0 0 Updated Jun 22, 2021

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