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1. keras-texture keras-texture Public

   tf.keras implementations of deep texture recognition & fine-grained image classification models

   Python 29 12

2. corebreakout corebreakout Public

   Segmentation and depth-alignment of geological core sample image columns via Mask-RCNN

   Python 24 15

3. litholog litholog Public

   Extension of @agile-geoscience/striplog, with a focus on lithology and ML-friendly interface. Includes StratCoreProcessor, a Matlab graphical digitizer tool.

   Python 21 3

4. coremdlr coremdlr Public

   Predictive modeling of depth-labeled core image and well log datasets

   Python 18 2

5. tf-ProSeNet tf-ProSeNet Public

   A TensorFlow [2.0] implementation of ProSeNet: "Interpretable and Steerable Sequence Learning via Prototypes" (Ming et al., 2019)

   Python 11 2

6. OutcropsGeeWhiz OutcropsGeeWhiz Public

   "Outcrops, Gee Whiz!" Agile Geoscience Hackathon project: weathering profile sequences w/ color-based facies classification from 3D digital outcrop models (5/18-5/20, 2018; Salt Lake City, UT)

   Python 5 3