Essays about: "handwritten text"

Showing result 1 - 5 of 29 essays containing the words handwritten text.

  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. Semi-automatic Segmentation & Alignment of Handwritten Historical Text Images with the use of Bayesian Optimisation

    University essay from Uppsala universitet/Avdelningen Vi3

    Author : Philip MacCormack; [2023]
    Keywords : handwritten text recognition; machine learning; bayesian optimisation; image analysis; segmentation; alignment;

    Abstract : To effortlessly digitise historical documents has risen to be of great interest for some time. Part of the digitisation is what is called annotating of the data. Such data annotations are obtained in a process called alignment which links words in an image to the transcript. READ MORE

  4. 3. Recognition of Handwritten Swedish Sentences With Deep Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Hussain Kara Fallah; [2023]
    Keywords : ;

    Abstract : This study attempts the task of handwritten text recognition within the context of the Swedish language. It examines the applicability of deep neural networks to comprehend handwritten Swedish texts, specifically leveraging the Labors Memory Dataset. READ MORE

  5. 4. Handwritten Text Recognition Using a Vision Transformer

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Jonathan Kurén; Martin Sundberg; [2023]
    Keywords : Handwritten text recognition; Vision transformer; machine learning; image analysis; neural network;

    Abstract : The aim of this project is to create a method for offline handwritten text recognition using a vision transformer. It consists of two parts, where the first one segments all words in a document into separate images and the second one which recognizes the word on each image. READ MORE

  6. 5. Automatic generation of definitions : Exploring if GPT is useful for defining words

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Fanny Eriksson; [2023]
    Keywords : Definitions; NLG; prompt engineering; GPT; GPT-SW3; text-davinci-003;

    Abstract : When reading a text, it is common to get stuck on unfamiliar words that are difficult to understand in the local context. In these cases, we use dictionaries or similar online resources to find the general meaning of the word. READ MORE