Full metadata record
DC pole | Hodnota | Jazyk |
---|---|---|
dc.contributor.author | Bobulski, Janusz | |
dc.contributor.author | Kubanek, Mariusz | |
dc.contributor.editor | Skala, Václav | |
dc.date.accessioned | 2023-10-18T17:43:44Z | |
dc.date.available | 2023-10-18T17:43:44Z | |
dc.date.issued | 2023 | |
dc.identifier.citation | WSCG 2023: full papers proceedings: 1. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, p. 389-392. | en |
dc.identifier.isbn | 978-80-86943-32-9 | |
dc.identifier.issn | 2464–4617 (print) | |
dc.identifier.issn | 2464–4625 (CD/DVD) | |
dc.identifier.uri | http://hdl.handle.net/11025/54448 | |
dc.description.sponsorship | The project financed under the program of the Polish Minister of Science and Higher Education under the name Regional Initiative of Excellence in the years 2019-2023 project number 020/RID/2018/19 the amount of financing PLN 12 000 000. | en |
dc.format | 4 s. | cs |
dc.format.mimetype | application/pdf | |
dc.language.iso | en | en |
dc.publisher | Václav Skala - UNION Agency | en |
dc.rights | © Václav Skala - UNION Agency | en |
dc.subject | recyklace | cs |
dc.subject | ochrana životního prostředí | cs |
dc.subject | umělá inteligence | cs |
dc.subject | počítačové vidění | cs |
dc.subject | inteligentní popelnice | cs |
dc.title | The use of Artificial Intelligence for Automatic Waste Segregation in the Garbage Recycling Process | en |
dc.type | konferenční příspěvek | cs |
dc.type | conferenceObject | en |
dc.rights.access | openAccess | en |
dc.type.version | publishedVersion | en |
dc.description.abstract-translated | The problem of recycling secondary raw materials remains unresolved, despite many years of work on this issue. Among the many obstacles that arise is also the difficulty of sorting individual waste fractions. To facilitate this task and help solve this problem, modern computer vision and artificial intelligence techniques can be used. In our work, we propose constructing an intelligent garbage bin containing a camera and a microcomputer along with software that uses these techniques to sort waste. The role of the software is to recognize the type of waste and assign it to one of five main categories: paper, plastic, metal, glass and cardboard. The proposed method uses image recognition techniques with a convolutional neural network. The results confirm that using artificial intelligence methods significantly helps in sorting waste. | en |
dc.subject.translated | recycling | en |
dc.subject.translated | environmental protection | en |
dc.subject.translated | artificial intelligence | en |
dc.subject.translated | computer vision | en |
dc.subject.translated | intelligent garbage bin | en |
dc.identifier.doi | https://www.doi.org/10.24132/CSRN.3301.40 | |
dc.type.status | Peer-reviewed | en |
Vyskytuje se v kolekcích: | WSCG 2023: Full Papers Proceedings |
Soubory připojené k záznamu:
Soubor | Popis | Velikost | Formát | |
---|---|---|---|---|
E11-full.pdf | Plný text | 3,1 MB | Adobe PDF | Zobrazit/otevřít |
Použijte tento identifikátor k citaci nebo jako odkaz na tento záznam:
http://hdl.handle.net/11025/54448
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