Pinned

1. OpticalWaveGauging/OpticalWaveGauging_DNN Public

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

   Jupyter Notebook 11 4

2. DigitalGrainSize/SediNet Public

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

   Python 38 10

3. DigitalGrainSize/pyDGS Public

   Wavelet-based digital grain size analysis

   Python 37 14

4. 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 48 11

5. 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 33 6

6. MLMondays/MLMONDAYS Public

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

   Jupyter Notebook 17 7