Kay-Michael Würzner

tudcd-scr. Official LaTeX Classes for Dresden University of Technology

RAG-Tests. Python

dlexDB. What the Package Does (One Line, Title Case)

ai-service-chatbot. A Streamlit service chatbot using an OpenAI assistant and RAG

party. Page-wise text recognition with lower-supervision line data models

ocrd_party. OCR-D processor for the party text recognizer

ALIMA. AI-powered library Indexing and metadata assignment

GastroProjekt. This is a small project I worked on while interning. I created a map based on openstreet map and leafletjs.com to show about 300 restaurants from the 1980s in Dresden.

readux. Django web application to display, annotate, and export digitized books.

alto-tools. Python tools for performing various operations on ALTO XML files

inventar-buchhandelsquellen. Ein Inventar aller Akten aus historischen Archiven, die sich mit der Geschichte des deutschsprachigen Buchhandels im 19. und 20. Jahrhundert befassen.

FAIR-GPT. A documentation for FAIR GPT, a virtual RDM consultant

laypa. Layout analysis to find layout elements in documents (similar to P2PaLA)

textract2page. Convert AWS Textract JSON to PRImA PAGE XML

Datenkompetenzseminar. Python

the-turing-way. Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science

oddpub. Algorithm for Open Data Detection in Publications (ODDPub)

openalex-client-review. R

ocrd_kitodo. Docker integration of Kitodo.Production and OCR-D

unapi. unAPI Client (K10plus)

nmalign. forced alignment of lists of string by fuzzy string matching

citlab-article-separation-new. Modules used for separating articles in (historical) newspapers and similar documents. This repository is part of the European Union's Horizon 2020 project NewsEye. For more information about the project see https://www.newseye.eu/.

leipzig. Leipzig music font

slub_web_sachsendigital. SitePackage and Configuration of Sachsen.Digital website

twitter. Python Twitter API

MDPI_special_issues. Scraping MDPI website to get the number of special issues for each of 74 journals with an IF

unilm. Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

pynini. Read-only unofficial mirror of Pynini

oer-display. Prototype for the presentation of a good-practice collection of Open Educational Ressources

flair. A very simple framework for state-of-the-art Natural Language Processing (NLP)

solr-ocrhighlighting. Highlighting various OCR formats directly in Solr

ocr-fileformat. Validate and transform various OCR file formats (hOCR, ALTO, PAGE, FineReader)

ocrd_wrap. OCR-D wrapper for arbitrary coords-preserving image operations

wos-amr. Utility scripts for using the Web of Science Links Article Match Retrieval Service (AMR) service.

ulb-zeitungsprojekt-hp1. Training data from "Hauptphase I" of project "Digitalisierung historischer deutscher Zeitungen"

tsht. A tiny shell-script based testing framework

LineAug. Augment line images for improving OCR datasets

VocsForInstruments. A vocabulary of musical instrumentation

Weisthuemer. Ground truth for Jakob Grimm / Weisthümer

htw-nlp-lecture. This repository contains NLU related material for the I833 Deep Learning course at University of Applied Sciences Dresden

OCR_GS_Data. Double-checked Gold Standard Data for Training and Testing OCR Engines

kaldi. kaldi-asr/kaldi is the official location of the Kaldi project.

icdar2019-tutorial. Python

das2018-tutorial. A tutorial on the PyTorch-based ocropus components.

AustrianNewspapers. NewsEye / READ OCR training dataset from Austrian Newspapers (1864–1911)

pagenet. Python

ocrd_fileformat. OCR-D wrapper for ocr-fileformat

fluxgui. Better lighting for Linux. Open source GUI for xflux

ocrd_olena. Binarize with Olena/scribo

ocropus-model_fraktur. OCRopus model for Gothic print (Fraktur)

Made-With-ML. Learn how to develop, deploy and iterate on production-grade ML applications.

prima-page-converter. Command line tool to convert page layout files to the latest PAGE XML format. It supports all previous versions of the PAGE format as well as ALTO XML, FineReader XML, and HOCR

textline_segmentation_using_fcn. Python

machine-learning-systems-design. A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

dvc. 🦉 Data Versioning and ML Experiments

workflow-configuration. a makefilization for OCR-D workflows, with configuration examples

WordDetector. Detect handwritten words (classic image processing based method).

tessdata_contrib. User contributed (non Google) OCR models for Tesseract

DTABf4CETEI. This is a CSS for the default highlighting in Deutsches Textarchiv using CETEIcean

ocrd_all. Master repository which includes most other OCR-D repositories as submodules

ommr4all-layout-analysis. Python

ommr4all-page-segmentation. Python

ommr4all-line-detection. Python

tesstrain. Train Tesseract LSTM with make

tesseract. Tesseract Open Source OCR Engine (main repository)

PRLib. Pre-Recognize Library - library with algorithms for improving OCR quality.

utility. Collection of command line utilities

d3hack2019-docs. (technical) documentation for the Dresden Deep Learning Hackathon 2019

Mask_RCNN. Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

CSBDeep. Image restoration for fluorescence microscopy

dinglehopper. An OCR evaluation tool

ocr4all-segmentation. Python

ocrd_anybaseocr. DFKI Layout Detection for OCR-D

tesserocr. A Python wrapper for the tesseract-ocr API

instance-segmentation-v1. Jupyter Notebook

page-xml-to-image. Python

wiktionary-de-parser. Extract data from German Wiktionary XML files.

wikiparsec. An LL parser for extracting information from Wiki text, particularly Wiktionary.

scannedb-ok. Text extraction from PDF, specially from scanned books

mets-reader-writer. Library to parse and create METS files, especially for Archivematica.

pynini. Read-only mirror of Pynini

deep-hyphen. Hyphenation using deep neural networks

dhSegment. Generic framework for historical document processing

unpaper. A post-processing tool for scanned sheets of paper.

python-wapiti. Python bindings for libwapiti