Facies Classification from Well Logs
Add-on How-to

Facies Classification from Well Logs

Python (pyscro), Demo

3 Dec 2021 - Facies (rock type) classification from well logs using supervised machine learning algorithms.  Learn more

kMeans Clustering on Label Analysis (Python)
Add-on

kMeans Clustering on Label Analysis (Python)

Python (pyscro)

18 Nov 2021 - This Xtra implements kMeans clustering on a label analysis spreadsheet. Separated objects can be clustered based on any measure group that is inbuilt or user customized.  Learn more

Image Segmentation Evaluation Using Standard Metrics (Python)
Add-on

Image Segmentation Evaluation Using Standard Metrics (Python)

Python (pyscro), Project (hx, pgo)

8 Mar 2021 - Segmentation evaluation using standard precision, and recall metrics for comparing two segmentation labels.  Learn more

Patch Extraction Tools for Deep Learning Data Preparation
Add-on

Patch Extraction Tools for Deep Learning Data Preparation

Python (pyscro)

22 Feb 2021 - A set of tools dedicated to the preparation of data for training Deep Learning models and reducing annotation time.  Learn more

Optical Thin Section Pore Space Characterization in HSV colorspace
Add-on How-to

Optical Thin Section Pore Space Characterization in HSV colorspace

Python (pyscro), Project (hx, pgo), Data

10 Jul 2020 - Optical Thin Section Pore Space is segmented converting RGBA images in HSV colorspace by means of Python scripts.  Learn more

Extract Label
Add-on

Extract Label

Python (pyscro)

11 May 2020 - This module extracts a specified label region by the ID Supports 8, 16 and 32 bit label  Learn more

Scale-Space Laplacian of Gaussian Filter
Add-on

Scale-Space Laplacian of Gaussian Filter

Python (pyscro)

15 Apr 2020 - Image processing filter enhancing spherical or blob like objects of various sizes.  Learn more

Load a Numpy array into PerGeos/Amira-Avizo using the Python API
Add-on

Load a Numpy array into PerGeos/Amira-Avizo using the Python API

Python (pyscro)

21 Oct 2019 - This script simply reads and loads numpy arrays in a user specified directory into PerGeos/Amira-Avizo as an image.  Learn more

Random Forests for Multiclass Segmentation using Python API in PerGeos
Add-on

Random Forests for Multiclass Segmentation using Python API in PerGeos

Python (pyscro), Project (hx, pgo), Data

21 Oct 2019 - Simple demonstration of feature computation where the feature vector contains intensity and 2D eigenvalues (X & Y). This example uses random forests implementation from the sklearn package.  Learn more