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Rutger van Koert's Projects

ctcdecoder icon ctcdecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

ctcwordbeamsearch icon ctcwordbeamsearch

Connectionist Temporal Classification (CTC) decoder with dictionary and language model.

docformer icon docformer

Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task of Visual Document Understanding (VDU)

loghi-htr icon loghi-htr

Core Handwritten Text Recognition Module for Loghi framework

loghi-tooling icon loghi-tooling

Various tools for usage within the Loghi framework for handwritten text recognition

p2pala icon p2pala

Page to PAGE Layout Analysis Tool

pylaia icon pylaia

A deep learning toolkit specialized for handwritten document analysis

returnn icon returnn

The RWTH extensible training framework for universal recurrent neural networks

transkribuspyclient icon transkribuspyclient

A Pythonic API and some command line tools to access the Transkribus server via its REST API

trocr icon trocr

Powerful handwritten text recognition. A simple-to-use, unofficial implementation of the paper "TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models".

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