Advanced sensing
Grade control sensors such as XRF, XRD, LIBS and hyperspectral scanners rely on AI calibration software to turn raw spectra into grade and mineralogy.
All
AI 129
Exploration & Target Generation 64
Geospatial Modeling 56
Machine Learning 44
AI Agents 39
Computer Vision 18
Anomaly Detection 17
Process Optimization 15
Hyperspectral Imaging 12
Drilling & Blasting Operations / Blasthole Analysis 11
Hyperspectral Imaging
AI Image Analysis for Ore Texture, Grain Size and Mineral Mapping
Ore texture analysis with AI: run samples or core through TIMA, Mineralogic or Corescan for ML-classified grain size and mineral maps that size your grind.
Alteration/Proxies Model
Model alteration proxies in 3D: Corescan hyperspectral maps feed Leapfrog Geo implicit surfaces, replacing a geologist's logged intensity scores alone.
Clay/Geomet Model
Clay mineral prediction with AI: scan core with Corescan or HyLogger, automate first-pass logging with CSIRO's MyLogger and feed the geomet block model.
Core Photography
Automated core photography from Corescan, Datarock or Minalyze gives AI fracture, lithology and mineral tools the consistent images they depend on.
Core Scanning
Core scanning with HyLogger 4, Corescan HCI-3 or Minalyze MCore maps mineralogy and alteration along the full drill core, ready for AI models and logging.
Density Test
Rock density prediction with AI: train a regression model on XRF, hyperspectral and hardness proxy data instead of running a physical test on every sample.
Hyperspectral (Point or Scan)
Hyperspectral scanning, point or imaging: use a handheld spectrometer for spot mineral ID or a core imager for full coverage, then classify spectra with ML.
Hyperspectral imaging / Spectroscopy Device
Point a portable spectrometer like the ASD TerraSpec at rock or core, and onboard spectral-library matching identifies alteration minerals in seconds.
Hyperspectral Input Models (High Resolution Clay Models)
Hyperspectral clay models start with Corescan HCI or CSIRO HyLogger scans, about 800,000 spectral samples per metre, then automated mineral interpretation.