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Detailinformationen

Softwarename

swissgeol-boreholes-dataextraction

Anwendungssuite

swissgeol.ch

Kurzbeschreibung

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

Ausführliche Beschreibung

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.

Funktionen

  • 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

Entwicklungsstatus

beta

Softwaretyp

standalone/backend

Plattformen

web

Lizenz

AGPL-3.0-only

Wartung

Wartungsart:
community
Kontakte:

Lokalisierung

Lokalisierungsbereit:
Nein
Verfügbare Sprachen:
en

Publiccode.yml Version

0.5.0