GrainSight
Sigle : GS
Licence : Creative Commons Attribution
Fréquence de mise à jour : punctual
Mots-clés : fastsam,grain-segmentation,image-analysis,microscopy,mineral-identification,petrography,quantitative-analysis,textural-analysis,thin-sections

GrainSight is a user-friendly application designed for petrographers and microscopists, allowing real-time segmentation and analysis of grains in microscopic thin section images. It utilizes the FastSAM segmentation model to extract quantitative data such as grain area, perimeter, roundness, and aspect ratio, aiding in various petrographic studies including mineral identification, texture analysis, and understanding the depositional history of rocks.

Please cite the app as follows:
Azzam, F., Blaise, T., & Brigaud, B. (2024). Automated petrographic image analysis by supervised and unsupervised machine learning methods. Sedimentologika, 2(2). https://doi.org/10.57035/journals/sdk.2024.e22.1594.