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1. OpticalWaveGauging/OpticalWaveGauging_DNNOpticalWaveGauging/OpticalWaveGauging_DNNPublic

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

   Jupyter Notebook 14 10

2. DigitalGrainSize/SediNetDigitalGrainSize/SediNetPublic

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

   Python 88 18

3. DigitalGrainSize/pyDGSDigitalGrainSize/pyDGSPublic

   Wavelet-based digital grain size analysis

   Python 58 18

4. Doodleverse/dash_doodlerDoodleverse/dash_doodlerPublic

   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 74 14

5. Doodleverse/segmentation_gymDoodleverse/segmentation_gymPublic

   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 57 14

6. MLMondays/MLMONDAYSMLMondays/MLMONDAYSPublic

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

   Jupyter Notebook 17 11