Generating Facial Images using VAEGAN
| dc.contributor.author | Gruber, Ivan | |
| dc.contributor.editor | Rendl, Jan | |
| dc.date.accessioned | 2018-07-10T13:11:47Z | |
| dc.date.available | 2018-07-10T13:11:47Z | |
| dc.date.issued | 2018 | |
| dc.description.abstract-translated | A generative modeling is a powerful way how to learn any kind of data distribution using unsupervised learning. The main advantages of generative models are as follows: (1) they generally don’t need any labeling during training; (2) they are able to generate new data similar to existing data. Thanks to these features, generative models become very popular during last three years with a vast field of usage. In this work, I introduce an experiment of generating facial images by using VAEGAN. For the training of my model, I used CasiaWebFace database (Yi et al. (2014)) and CelebFaces Attributes dataset (Liu et al. (2015)). | en |
| dc.description.sponsorship | Tento projekt byl podpořen grantem Západočeské univerzity v rámci projektu č. SVK1- 2018-024. Studentská vědecká konference je pořádána s podporou prostředků na specifický vysokoškolský výzkum SVK1-2018-024. | cs |
| dc.format | 2 s. | cs |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | RENDL, Jan ed. Studentská vědecká konference: magisterské a doktorské studijní programy, sborník rozšířených abstraktů, květen 2018, Plzeň. Plzeň: Západočeská univerzita v Plzni, 2019, s. 38-39. ISBN 978-80-261-0790-3. | cs |
| dc.identifier.isbn | 978-80-261-0790-3 | |
| dc.identifier.uri | http://hdl.handle.net/11025/29815 | |
| dc.identifier.uri | http://svk.fav.zcu.cz/download/sbornik_svk_2018.pdf | |
| dc.language.iso | en | en |
| dc.publisher | Západočeská univerzita v Plzni | cs |
| dc.rights | © Západočeská univerzita v Plzni | cs |
| dc.rights.access | openAccess | en |
| dc.subject | generativní modelování | cs |
| dc.subject | obrazy obličeje | cs |
| dc.subject | VAEGAN | cs |
| dc.subject.translated | generative modelling | en |
| dc.subject.translated | facial images | en |
| dc.subject.translated | VAEGAN | en |
| dc.title | Generating Facial Images using VAEGAN | en |
| dc.type | konferenční příspěvek | cs |
| dc.type | conferenceObject | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
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