/Siegelsammlung-Nordhausen-Harz

This repository contains all code written & used in the context of the project Siegelsammlung Nordhausen/Harz.

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Siegelsammlung-Nordhausen-Harz

This project was completed in cooperation with:

  • Stadtarchiv Nordhausen
  • Universität Mannheim (Prof. Margret Keuper (Universität Siegen since August 2021), Prof. Hiram Kümper)
  • Universitätsarchiv Leipzig

Funded by: Beauftragte der Bundesregierung für Kultur und Medien (Neustart Kultur / Wissenswandel)

This repository contains all code written & used in the context of the project Siegelsammlung Nordhausen/Harz. All code is written is python, the installed packages differ per sub-task. For each sub-task, a seperate folder was created. The repository contains 3 folders:

  1. Preprocessing_Vorbereitung
    2. Required packages: python 3.9.0, scikit-image 0.18.3, scipy 1.6.2, numpy 1.19.2, pillow 8.4.0
  2. Feature_Generation & Extraction
    3. Required packages: python 3.7.11, scikit-learn 0.24.2, scipy 1.7.1, numpy 1.21.2, pillow 8.3.1, torchvision 0.10.1, pytorch 1.9.1
  3. Clustering
    4. Required packages: python 3.9.7, scikit-image 0.18.3, scikit-learn 1.0.1, scipy 1.7.1, numpy 1.19.2, pillow 8.3.1, matplotlib 3.3.4,

For more details please refer to the documentation.

Many thanks to Prof. Keuper and Prof. Kümper for their continuous support. Without them, this project would have not been possible.