rgmyr/keras-texture

Stars
29
Rank 855,504 (Top 17 %)
Language
Python
License
Other
Created about 6 years ago
Updated about 5 years ago

rgmyr/keras-texture

rgmyr

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

corebreakout

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

litholog

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

coremdlr

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

pyConvexHull3D

Python implementation of the randomized incremental 3D convex hull algorithm using a dict-based DCEL, with matplotlib animation.

tf-ProSeNet

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

OutcropsGeeWhiz

"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)

FLASHcodeStellarCores

C++ code to extract and analyze stellar core regions in FLASH code AMR simulation data