PetroSeg PS

Name: PetroSeg
Creator: Fares Azzam
License: http://www.opendefinition.org/licenses/cc-by
Keywords: image-analysis,image-segmentation,microscopy,petrology,thin-sections,unsupervised-segmentation

Description

PetroSeg is a user-friendly web application for unsupervised image segmentation, particularly optimized for thin section images and microscopic analysis. Developed with Streamlit and PyTorch, this application enables users to upload images, adjust segment colors, and download segmented outputs. The latest version incorporates TensorFlow and Tkinter for an enhanced, intuitive user interface.

Please cite the app as follow:
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

Author

Fares Azzam

This dataset has been published on the initiative and under the responsibility of Fares Azzam.

Latest update

November 12, 2024

License

Creative Commons Attribution

Metadata quality

77.77777777777779/100

Temporal coverage not set

Spatial coverage not set

3 Main files

petroseg-v2-2.zip

Updated on November 12, 2024

zip (574.1MB)

27 downloads

URL: https://static.data.gouv.fr/resources/petroseg/20241112-111915/petroseg-v2-2.zip
Permalink: https://www.data.gouv.fr/en/datasets/r/9f275bf6-58cb-49f3-b0d3-b378a7ead080
sha1: 8313282caa852e2dea5b208284fe1fa420db9dd4
MIME Type: application/zip

Created on: November 12, 2024
Modified on: November 12, 2024

Size: 574.1MB

Fixed some bugs

petroseg-v2.zip

Updated on November 6, 2024

zip (574.1MB)

12 downloads

URL: https://static.data.gouv.fr/resources/petroseg/20241106-210545/petroseg-v2.zip
Permalink: https://www.data.gouv.fr/en/datasets/r/acf8c046-3a9d-46ad-863b-11b15c741f0e
sha1: 5a5d9cf25f527da62f78abe7b0d316a096aab1dc
MIME Type: application/zip

Created on: November 6, 2024
Modified on: November 6, 2024

Size: 574.1MB

This is a new version of the PetroSeg app, ready to use without the need for installing external packages. It is suitable for non-developers.

petroseg.zip

Updated on September 16, 2024

zip (5.0MB)

21 downloads

URL: https://static.data.gouv.fr/resources/petroseg/20240916-145056/petroseg-20240612t102542z-001-2-.zip
Permalink: https://www.data.gouv.fr/en/datasets/r/170adbda-2dfa-43dd-b3c0-c3b8c22756c7
sha1: 4e0a762c8b01626697baa218371a3338c60e0d0d
MIME Type: application/zip

Created on: September 16, 2024
Modified on: September 16, 2024

Size: 5.0MB

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Information

License

Creative Commons Attribution

ID

66e8451d96232ea960e272d7

Temporality

Creation

September 16, 2024

Frequency

Punctual

Latest update

November 12, 2024

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47 in Dec 2024

Downloads

14 in Dec 2024

PetroSeg PS

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