Advanced search

Showing result 1 - 5 of 16 essays matching the above criteria.

1. 1. Evaluating and Fine-Tuning a Few-Shot Model for Transcription of Historical Ciphers

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Ingrid Eliasson; [2023]
   Keywords : historical ciphers; few-shot learning; automatic transcription;

   Abstract : Thousands of historical ciphers, encrypted manuscripts, are stored in archives across Europe. Historical cryptology is the research field concerned with studying these manuscripts - combining the interest of humanistic fields with methods of cryptography and computational linguistics. READ MORE

3. 2. A Comparison of Advanced DeepLearning Algorithms for Multi-digit Detection in Historical Documents

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Manaswini Chethireddy; Sai Teja Palla; [2023]
   Keywords : Deep Learning Methods; Handwritten digits; Digit Detection; Image processing on document images; YOLOV5; Faster R-CNN; RetinaNet; YOLOV7;

   Abstract : Background: Historical handwritten documents are assets for future generations and should be appropriately secured, so handwritten digit detection plays an important role to preserve them. Handwritten digit detection is a fundamental problem and has been studied extensively for many years. READ MORE

4. 3. Computer Vision for Document Image Analysis and Text Extraction

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Omar Benchekroun; [2022]
   Keywords : Optical Character Recognition; Document Analysis; Text Extraction; Transformers; Convolutional Neural Networks; Optisk teckenigenkänning; dokumentanalys; textutvinning; transformatorer; konvolutionella neurala nätverk;

   Abstract : Automatic document processing has been a subject of interest in the industry for the past few years, especially with the recent technological advances in Machine Learning and Computer Vision. This project investigates in-depth a major component used in Document Image Processing known as Optical Character Recognition (OCR). READ MORE

5. 4. Tree positional encodings for transformer models on HTML DOM tree element classification : Enabling structurally aware transformer models through positional encodings to improve performance on an HTML element classification problem

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Gustave Rousselet; [2021]
   Keywords : Transformer; Positional Encoding; HTML; DOM; Tree; Element; Transformer; Positionskodning; HTML; DOM; Träd; Element;

   Abstract : With the continued proliferation of access and the usage of the internet, the field of web learning is continuously growing in order to automate and improve parts of our experience on the web. Research in web learning has often lagged behind its counterparts in Natural Language Processing (NLP), novel methods often reach adoption in web learning research with a delay. READ MORE

6. 5. Automatic Handwritten Text Detection and Classification

   University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

   Author : Olle Dahlstedt; [2021]
   Keywords : ;

   Abstract : As more and more organizations digitize their records, the need for automatic document processing software increases. In particular, the rise of ‘digital humanities’ precede a new set of problems on how to digitize historical archival material in an efficient and accurate manner. READ MORE