Koneoppimisen hyödyntäminen konenäössä

Konenäön hyödyntäminen yleistyy ja sitä mukaa myös konenäön ongelmat monimutkaistuvat. Yksi suosittu tapa ratkaista näitä ongelmia on hyödyntää koneoppimista. Tässä tutkielmassa tarkastellaan miten koneoppimista hyödynnetään konenäössä ja vertaillaan eri koneoppimisalgoritmeja konenäön näkökulmasta....

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Main Author: Kiesiläinen, Jarno
Other Authors: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, University of Jyväskylä, Jyväskylän yliopisto
Format: Bachelor's thesis
Language:fin
Published: 2016
Subjects:
Online Access: https://jyx.jyu.fi/handle/123456789/52738
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author Kiesiläinen, Jarno
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology University of Jyväskylä Jyväskylän yliopisto
author_facet Kiesiläinen, Jarno Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology University of Jyväskylä Jyväskylän yliopisto Kiesiläinen, Jarno Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology University of Jyväskylä Jyväskylän yliopisto
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description Konenäön hyödyntäminen yleistyy ja sitä mukaa myös konenäön ongelmat monimutkaistuvat. Yksi suosittu tapa ratkaista näitä ongelmia on hyödyntää koneoppimista. Tässä tutkielmassa tarkastellaan miten koneoppimista hyödynnetään konenäössä ja vertaillaan eri koneoppimisalgoritmeja konenäön näkökulmasta. omputer Vision faces increasing challenges as its used more. Common way to solve these complex problems is to use Machine Learning. In this thesis workings of different Machine Learing algorithms are looked on and their advantages and disadvantages are compared.
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spellingShingle Kiesiläinen, Jarno Koneoppimisen hyödyntäminen konenäössä konenäkö koneoppiminen neuroverkot hermoverkot tukivektorikone boosting Tietotekniikka Mathematical Information Technology
title Koneoppimisen hyödyntäminen konenäössä
title_full Koneoppimisen hyödyntäminen konenäössä
title_fullStr Koneoppimisen hyödyntäminen konenäössä Koneoppimisen hyödyntäminen konenäössä
title_full_unstemmed Koneoppimisen hyödyntäminen konenäössä Koneoppimisen hyödyntäminen konenäössä
title_short Koneoppimisen hyödyntäminen konenäössä
title_sort koneoppimisen hyödyntäminen konenäössä
title_txtP Koneoppimisen hyödyntäminen konenäössä
topic konenäkö koneoppiminen neuroverkot hermoverkot tukivektorikone boosting Tietotekniikka Mathematical Information Technology
topic_facet Mathematical Information Technology Tietotekniikka boosting hermoverkot konenäkö koneoppiminen neuroverkot tukivektorikone
url https://jyx.jyu.fi/handle/123456789/52738 http://www.urn.fi/URN:NBN:fi:jyu-201701161164
work_keys_str_mv AT kiesiläinenjarno koneoppimisenhyödyntäminenkonenäössä