Essays about: "Jonathan Kurén"

Found 2 essays containing the words Jonathan Kurén.

1. 1. 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

3. 2. Fault Detection AI For Solar Panels

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Jonathan Kurén; Simon Leijon; Petter Sigfridsson; Hampus Widén; [2020]
   Keywords : machine learning; artificial intelligence; fault detection; photovoltaics; solar panels; solar energy; photovoltaic system;

   Abstract : The increased usage of solar panels worldwide highlights the importance of being able to detect faults in systems that use these panels. In this project, the historical power output (kWh) from solar panels combined with meteorological data was used to train a machine learning model to predict the expected power output of a given solar panel system. READ MORE