prikaz prve stranice dokumenta Analiza ponašanja djeteta tijekom slobodne igre korištenjem dubokih neuronskih mreža
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undergraduate thesis
Analiza ponašanja djeteta tijekom slobodne igre korištenjem dubokih neuronskih mreža
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:734082
Džida, Martin
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Džida, M. (2018). Analiza ponašanja djeteta tijekom slobodne igre korištenjem dubokih neuronskih mreža (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:734082

Džida, Martin. "Analiza ponašanja djeteta tijekom slobodne igre korištenjem dubokih neuronskih mreža." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:734082

Džida, Martin. "Analiza ponašanja djeteta tijekom slobodne igre korištenjem dubokih neuronskih mreža." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:734082

Džida, M. (2018). 'Analiza ponašanja djeteta tijekom slobodne igre korištenjem dubokih neuronskih mreža', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 22 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:734082

Džida M. Analiza ponašanja djeteta tijekom slobodne igre korištenjem dubokih neuronskih mreža [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 November 22] Available at: https://urn.nsk.hr/urn:nbn:hr:168:734082

M. Džida, "Analiza ponašanja djeteta tijekom slobodne igre korištenjem dubokih neuronskih mreža", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:734082

Metadata
TitleAnaliza ponašanja djeteta tijekom slobodne igre korištenjem dubokih neuronskih mreža
Title (english)Analysis of Child Behavior during Free Play using Deep Neural Networks
AuthorMartin Džida
MentorZdenko Kovačić (mentor)
Committee memberZdenko Kovačić (predsjednik povjerenstva)
Committee memberFrano Petric (član povjerenstva)
Committee memberGoran Vasiljević (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-07-13, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Electrical Engineering
Abstract
Prvo se obrađuje teorijska podloga Faster R-CNN mreže. Zatim se opisuje istrenirani model Faster R-CNN mreže. Za detekciju šake je dodana posebna neuronska mreža radi poboljšanja detekcije kontakta predmeta i ruke. Karakteristike kamere i 3D senzora su također opisane. Nakon toga je ponuđen detaljan opis instalacije svih programskih paketa. Nakon instalacije programskih paketa obrađuje se kalibracija 3D senzora i mjerenje dubine. Nakon toga se definira kontakt s igračkom i opisuje algoritam mjerenja vremena kontakta s igračkom.
Abstract (english)
Firstly theoretical base for Faster R-CNN is discussed. After theory before trained Faster R-CNN model is described. For better contact detection hand detection neural network is added. Characteristics of the camera and 3D sensor are also described. After that, detailed description of the installation for all the packages is given. After installation of all packages, calibration of 3D sensor and measuring depth is described. After that, contact with a toy is defined and algorithm for measuring total time of contact is described.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:734082
Study programmeTitle: Electrical Engineering and Information Technology
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka elektrotehnike i informacijske tehnologije (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka elektrotehnike i informacijske tehnologije)
Type of resourceText
File originBorn digital
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Created on2019-03-13 20:06:21