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Found 3 essays matching the above criteria.
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1. Layout Analysis on modern Newspapers using the Object Detection model Faster R-CNN
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : As society is becoming more and more digitized the amount of digital data is increasing rapidly. Newspapers are one example of this, that many Libraries around the world are storing as digital images. READ MORE
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2. Data Collection and Layout Analysis on Visually Rich Documents using Multi-Modular Deep Learning.
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The use of Deep Learning methods for Document Understanding has been embraced by the research community in recent years. A requirement for Deep Learning methods and especially Transformer Networks, is access to large datasets. READ MORE
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3. Semantic Segmentation of Historical Document Images Using Recurrent Neural Networks
University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknikAbstract : Background. This thesis focuses on the task of historical document semantic segmentation with recurrent neural networks. Document semantic segmentation involves the segmentation of a page into different meaningful regions and is an important prerequisite step of automated document analysis and digitisation with optical character recognition. READ MORE