Research Intern
District Brno-City, Czech Republic
I was involved in the PERO project, a cooperation between BUT and the Moravian library in Brno financed by the Ministry of Culture, aiming to make historical documents more accessible using digital technologies. My tasks included research of several OCRs (convolutional neural networks in Tensorflow, Pytorch) for historical documents, quality improvement of historical documents with GANs, creating two annotation webtools with Flask, SQLAlchemy, Javascript and Bootstrap. I was also conducting… Show more I was involved in the PERO project, a cooperation between BUT and the Moravian library in Brno financed by the Ministry of Culture, aiming to make historical documents more accessible using digital technologies. My tasks included research of several OCRs (convolutional neural networks in Tensorflow, Pytorch) for historical documents, quality improvement of historical documents with GANs, creating two annotation webtools with Flask, SQLAlchemy, Javascript and Bootstrap. I was also conducting analysis of hyperspectral images of old prints, quality estimation of historical documents, and research of self-training algorithms in the OCR field. Show less