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Informazioni dettagliate

Nome del software

swissgeol-boreholes-dataextraction

Suite di applicazioni

swissgeol.ch

Descrizione breve

Pipeline to extract structured data from borehole profiles in PDF files and return extracted coordinates, depths, and material descriptions as JSON.

Descrizione lunga

Boreholes Data Extraction is a pipeline to extract structured data from borehole profiles in PDF files. Extracted properties (currently borehole name, groundwater data, elevation, coordinates, depths and associated material descriptions) are returned in JSON format, and (optionally) visualized as PNG images. Further, an API provides access to the borehole data extraction pipeline, allowing to process PDF files, generate visualizations, and retrieve structured geological data in JSON format. The goal of the project is to automate the extraction of structured data from borehole profiles as much as possible and to integrate it with the boreholes.swissgeol.ch application.

Funzionalità

  • Extract borehole coordinates from PDF profiles
  • Extract depth intervals for lithological layers
  • Extract material descriptions as plain text
  • Export results as JSON (predictions.json) and optional PNG visualizations
  • Provide a layer description classification pipeline based on BERT

Stato di sviluppo

beta

Tipo di software

standalone/backend

Piattaforme

web

Licenza

AGPL-3.0-only

Manutenzione

Tipo di manutenzione:
community
Contatti:

Localizzazione

Pronto per la localizzazione:
No
Lingue disponibili:
en

Versione Publiccode.yml

0.5.0