Search results for "Character and word recognition"

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CArDIS : A Swedish Historical Handwritten Character and Word Dataset

2022

This paper introduces a new publicly available image-based Swedish historical handwritten character and word dataset named Character Arkiv Digital Sweden (CArDIS) (https://cardisdataset.github.io/CARDIS/). The samples in CArDIS are collected from 64, 084 Swedish historical documents written by several anonymous priests between 1800 and 1900. The dataset contains 116, 000 Swedish alphabet images in RGB color space with 29 classes, whereas the word dataset contains 30, 000 image samples of ten popular Swedish names as well as 1, 000 region names in Sweden. To examine the performance of different machine learning classifiers on CArDIS dataset, three different experiments are conducted. In the …

Handwriting recognitionOptical character recognition softwareoptical character recognition (OCR)Computer SciencesCharacter recognitionold handwritten styleImage recognitionCharacter and word recognitionVDP::Teknologi: 500Datavetenskap (datalogi)Machine learningSwedish handwritten word datasetmachine learning methodsFeature extractionHidden Markov modelsSwedish handwritten character dataset
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