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Demonstration of Haralick features applied to VRTP magnetics grid of Australia.
Blog | Applied Science

Harnessing the Power of Computer Vision in Geophysics

Created by Tom Schaap. This blog post is a summarisation of Schaap et al., 2024.…
Figure 3: Clusters determined using Louvain (Potts), Louvain (Dugue), Leiden and walktrap methods.
Blog | Applied Science

Automated geological mapping with unsupervised community detection models

Created by Katie Silversides This blog is adapted from: Katie Silversides, Jack Maughan and Mark…
Inferring geological features
Blog | Applied Science

Inferring geological features masked by artefacts in core photography using neural networks

Created by Yasin Dagasan, Harvey Nguyen and Mark Grujic This blog is a republication of…
Core
Blog | Platform

The 4D Approach: Leveraging AI for Dull, Dirty, Dangerous, and Dear tasks in Geoscience

Created by Luisa Herrmann and Brenton Crawford. I want AI to take the dull geology…
Figure 13. Wavelet tessellation of the sum of UMAP vectors, plotted alongside logged GSSA lithology groups, and dominant RGB colour per interval 1
Blog | Applied ScienceBlog | Platform

Combining Imagery and Geochemistry with ioGAS and Datarock – Photogeochemistry

Created by Putra Sadikin, Brenton Crawford and Rian Dutch Overview Traditionally, core photography has been…
AI vs expert logging
Blog | Platform

AI vs expert logging: fracture analysis from the Carrapateena Mine

This blog is an extract of a Johnson and Dagasan (2023) AEGC extended abstract. Historical…
Spectral Library Viewer
Blog | Applied Science

Spectral Library Viewer

Created by Thomas Ostersen Hyperspectral data sets measure the intensity of reflected or emitted light…
fake road
Blog | Applied Science

Improving geological mapping by inpainting surface infrastructure artefacts

Created by Mahsa Paknezhad and Jack Maughan In remote sensing-related geological modelling projects, a common…
MICA
Blog | Applied Science

(Re)Introducing MICA

Created  by Mark Grujic. Today, we are relaunching our web application to study Mineral Identification…
Blog | Applied Science

Streamlining a fruit salad data process with Shiny and AWS

Created by Eleanor Mare. What do you do if you've developed a great data analysis…
Machine Learning

Reviewing common core photography setups

Created by Brenton Crawford. Currently, there are 4 main types of core photography systems available…
Top of Thylacine Two-way-time structure
Blog | Applied Science

Transfer Learning with Seismic Attributes

Created by David Briguglio. This post demonstrates that subject matter expertise is crucial when preparing…

Unearth possibility

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