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Applied ScienceMachine Learning

The journey to (fully) quantifying chip photography

Created by Mark Grujic and Rian Dutch.    Recap   Welcome back to our series…
Machine LearningPlatform

Turning raw core photos into analytics-ready quantitative data

  Created by Brenton Crawford, Mark Grujic and Harvey Nguyen.   The problem with unstructured…
Applied ScienceMachine Learning

The journey to quantifying chip photography: Particle statistics

Created by Mark Grujic and Rian Dutch.    Welcome back to our series on drill…
Machine LearningPlatform

Buried Treasure – The Value of Historical Core Imagery

Created by Brenton Crawford and Liam Webb.   The average core photo costs approximately 20…
Applied ScienceMachine Learning

The journey to quantifying chip photography: Colour analysis

Created by Mark Grujic and Rian Dutch.In the previous Datarock Applied Science blog, we provided…
Applied Science

How to take an analytics ready chip tray photograph

Drilling is fundamental to understanding the hidden geology beneath our feet during any exploration, resource…
Machine Learning

Will AI take Geologists jobs, or just be a bicycle of the mine site?

Steve Jobs once described the computer as the bicycle of the mind.  Here at Datarock,…
Applied Science

Automating downhole televiewer interpretation with computer vision

Acoustic Televiewers (ATV) and Optical Televiewers (OTV) are both specialised tools used in geology and…
Platform

How to take an analytics ready core photograph

Created by Luisa Herrmann and Brenton CrawfordPhotographs of the core are taken pretty much whenever,…
Applied Science

Listening to mineralogy

Created by Tom Schaap and Javier Merrill.  In the last few decades, a lot of…
Applied ScienceMachine Learning

Why SMOTE might be a bad idea in geochemistry

Created by Eleanor Mare. Geochemists routinely collect large amounts of data from exploration and mining projects.…
Applied ScienceDatarock Fusion

Using deep learning to identify rock types

Created by Yasin Dagasan. In geology, mapping and effective identification of lithologies is a basic requirement…