| | SLO | ENG | Cookies and privacy

Bigger font | Smaller font

Show document Help

Title:Razvoj robotskega manipulatorja za detekcijo objektov z uporabo konvolucijske nevronske mreže : diplomsko delo
Authors:ID Tofant, Jon (Author)
ID Sarjaš, Andrej (Mentor) More about this mentor... New window
ID Karner, Timi (Mentor) More about this mentor... New window
Files:.pdf VS_Tofant_Jon_2023.pdf (24,08 MB)
MD5: 4323F04306DD7064E9C741A7E3B39CB1
 
Language:Slovenian
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:V diplomskem delu smo izdelali robotski manipulator. V ta namen smo razvili algoritme za izvajanje giba iz točke v točko ter linearnega giba. Pri izvajanju teh gibov smo uporabili kvadratni, kubični ter sinusni profil poti. Ustvarili smo grafični vmesnik za nadzorovanje robotskega manipulatorja. Robot smo nadgradili s kamero. Z uporabo nevronske mreže in strojnim vidom smo izdelali aplikacijo, kjer vrh robota sledi roki uporabnika. Algoritme gibanja in profile poti smo predhodno simulirali z uporabo programa MSC Adams.
Keywords:Robotika, Kinematika, Python, STM32, Adams
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[J. Tofant]
Year of publishing:2023
Number of pages:1 spletni vir (1 datoteka PDF (XII, 75 f.))
PID:20.500.12556/DKUM-85300 New window
UDC:007.52(043.2)
COBISS.SI-ID:170662403 New window
Publication date in DKUM:05.10.2023
Views:509
Downloads:132
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
:
Copy citation
  
Average score:(0 votes)
Your score:Voting is allowed only for logged in users.
Share:Bookmark and Share



Hover the mouse pointer over a document title to show the abstract or click on the title to get all document metadata.

Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:24.08.2023

Secondary language

Language:English
Title:Development of a robotic manipulator for object detection using a convolutional neural network
Abstract:In this thesis, we have created a robotic arm. For this research, we developed algorithms for linear and point-to-point motions. These algorithms use quadratic, cubic and sine profiles for servo easing. We have upgraded the robot arm with a camera. Using a neural network and machine vision, we developed an application where the top of the robot follows the hand of the user. Before implementation, we tested all the motion algorithms using MSC Adams.
Keywords:Robotics, Kinematics, Python, STM32, Adams


Comments

Leave comment

You must log in to leave a comment.

Comments (0)
0 - 0 / 0
 
There are no comments!

Back
Logos of partners University of Maribor University of Ljubljana University of Primorska University of Nova Gorica