arXiv Open Access 2025

Logios : An open source Greek Polytonic Optical Character Recognition system

Perifanos Konstantinos Goutsos Dionisis

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Abstrak

In this paper, we present an Optical Character Recognition (OCR) system specifically designed for the accurate recognition and digitization of Greek polytonic texts. By leveraging the combined strengths of convolutional layers for feature extraction and recurrent layers for sequence learning, our system addresses the unique challenges posed by Greek polytonic scripts. This approach aims to overcome the limitations of traditional OCR methods, offering significant improvements in accuracy and efficiency. We release the underlying model as an open-source library and make our OCR platform available for academic use.

Topik & Kata Kunci

cs.CV cs.CL

Penulis (2)

Perifanos Konstantinos

Goutsos Dionisis

Format Sitasi

APA MLA BibTeX

Konstantinos, P., Dionisis, G. (2025). Logios : An open source Greek Polytonic Optical Character Recognition system. https://arxiv.org/abs/2506.21474

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓