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@cdi-workshops @FloodCamML @CoastalBuildings @C-GRASP @Doodleverse @OpticalWaveGauging @MLMondays @BenthicSubstrateMapping @LearnImageSegmentationWithUnets @CoastTrain @SatelliteShorelines

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dbuscombe-usgs/README.md

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  1. OpticalWaveGauging/OpticalWaveGauging_DNN OpticalWaveGauging/OpticalWaveGauging_DNN Public

    Data and code to implement Buscombe et al (2019) optical wave gauging using deep neural networks

    Jupyter Notebook 14 8

  2. DigitalGrainSize/SediNet DigitalGrainSize/SediNet Public

    Deep learning framework for optical granulometry (estimation of sedimentological variables from sediment imagery)

    Python 74 15

  3. DigitalGrainSize/pyDGS DigitalGrainSize/pyDGS Public

    Wavelet-based digital grain size analysis

    Python 50 16

  4. Doodleverse/dash_doodler Doodleverse/dash_doodler Public

    Doodler. A web application built with plotly/dash for image segmentation with minimal supervision. Plays nicely with segmentation gym, https://github.com/Doodleverse/segmentation_gym

    Python 62 13

  5. Doodleverse/segmentation_gym Doodleverse/segmentation_gym Public

    A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using https://github.com/Doodleverse/dash_doodler

    Python 45 11

  6. MLMondays/MLMONDAYS MLMondays/MLMONDAYS Public

    Materials for the USGS "Deep Learning for Image Classification and Segmentation" CDI workshop, 2020

    Jupyter Notebook 18 9