GrainSight

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Provided by Fares Azzam

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Dataset information

Catalog

Fares Azzam catalog

Country of origin

France

Updated

2024.12.09 10:34

Created

2024.09.16

Available languages

English

Keywords

petrography, image-analysis, microscopy, mineral-identification, thin-sections, fastsam, textural-analysis, quantitative-analysis, grain-segmentation

Datasource

Official portal for European data link

Quality scoring

Dataset description

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 uses 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 quote 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.

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190K+

indexed dataset pages

countries and EU institutions

2019

API-first since

Free API quota

for evaluation and prototypes

SLA

history and push on production APIs

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