Free open-source tools: Automated petrographic image analysis by supervised and unsupervised machine learning methods.

Free open-source tools: Automated petrographic image analysis by supervised and unsupervised machine learning methods. Interesting paper from Azzam, Blaise and Brigaud (2024).

“We present two novel software tools: GrainSight, which utilizes a supervised deep learning model (FastSAM) for automated grain detection and morphological characterization; and PetroSeg, which employs an unsupervised segmentation approach to explore rock properties and calculate porosity.”

Paper here: https://oap.unige.ch/journals/sdk/article/view/1594

https://oap.unige.ch/journals/sdk/article/view/1594/1567

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