Detecting the Legend, Main Map and Other Parts of a Geologic Map With YOLOv10
Machine learning in geology can find the legend, main map and other parts of a scanned map. How geomap_process_image runs YOLOv10 and what it returns.
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
Computer Vision
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.
AI-Assisted Automated Mineralogy: TIMA, MLA & QEMSCAN
Automated mineralogy on TIMA, MLA, QEMSCAN or Mineralogic uses ML classifiers to turn SEM X-ray spectra into modal mineralogy and liberation data in hours.
Automating Ore Sampling with Sensors and AI
Automated ore sampling replaces scoop-and-bag work with sensor-equipped shovels, robotic prep lines feeding inline XRF, and instrumented rigs like BLASTDOG.
Bench Slope Design
AI-assisted bench slope design uses ML models to generate rock-mass inputs like dip and dip-direction, then runs factor-of-safety analysis in RocScience.
Blasthole Logging
AI blasthole logging today mostly means AI-driven drilling: Hexagon Drill Assist sets drill parameters automatically from live rig-sensor data as it drills.
Blasting Evaluation
AI blasting evaluation uses Hexagon Blast Movement Intelligence to track ore movement, and Split-Desktop or WipFrag to size rock from muckpile photos.
Core Photography
Automated core photography from Corescan, Datarock or Minalyze gives AI fracture, lithology and mineral tools the consistent images they depend on.
Flotation
AI flotation control feeds froth-camera video and plant sensor data into a closed-loop controller like Imubit that writes reagent, pH and airflow setpoints.
Fracture Spacing AI
Log fracture spacing with AI: Datarock Core's neural network reads core photos and returns fracture logs validated against expert logging at Carrapateena.