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Showing result 11 - 15 of 407 essays matching the above criteria.

  1. 11. Testing and Integration of Machine Learning Components for Image Classification : Testning och integration av machine learning komponenter förbildklassificering

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Ahmad Hanash; [2023]
    Keywords : MLOps; Safety; Testing; Robustness; Integration; Verification;

    Abstract : As ML (Machine Learning) and deep neural networks get more used in many systems,the need to understand and test such systems becomes more actual. When designing a newsystem that contains ML models, the safety of this system becomes inevitably important. READ MORE

  3. 12. Transformation of sketchy UML Class Diagrams into formalPlantUML models

    University essay from Mittuniversitetet/Institutionen för kommunikation, kvalitetsteknik och informationssystem (2023-)

    Author : Monique Axt; [2023]
    Keywords : UML; OpenCV; PlantUML; sketch-recognition;

    Abstract :  Sketching software design models is a common and intuitive practice amongsoftware engineers. These informal sketches are transient in nature unlesstransformed into a formal model that can be reused and shared. READ MORE

  4. 13. Tic-Tac-Toe Robot : Automated Tic-Tac-Toe Game With Robotic Control

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Emil Takman; Pontus Rastman; [2023]
    Keywords : Mechatronics; Robotic Arm; Color Recognition; Tic-Tac-Toe; Mekatronik; Robotarm; Färgigenkänning; Tre-i-rad;

    Abstract : This thesis covers the design, construction and programming of an automated tic-tac-toe game with robotic control and image processing. Research shows that robotic systems, over time, have transitioned from manufacturing tools to service tools with a large focus on human interaction, a central aspect- of this project. READ MORE

  5. 14. Exploring the Use of Attention for Generation Z Fashion Style Recognition with User Annotations as Labels

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Niki Samakovlis; [2023]
    Keywords : Attention mechanism; CNN; Deep Learning; Fashion Style Recognition; Feature Extraction; Generation Z; Uppmärksamhetsmekanism; Faltningsnätverk; Djupinlärning; Igenkänning av klädstilar; Särdragsextraktion; Generation Z;

    Abstract : As e-commerce and online shopping have increased worldwide, the interest and research of intelligent fashion systems have expanded. Given the competitive nature of the fashion market business, digital marketplaces depend on determining customer preferences. READ MORE

  6. 15. Automation of forest road inventory using computer vision and machine learning

    University essay from Umeå universitet/Institutionen för fysik

    Author : Jacques de Flon; [2023]
    Keywords : Computer vision; Machine Learning; Image recognition; forestry; road inventory; pothole; gravel road;

    Abstract : There are around 300, 000 kilometer of gravel roads throughout the Swedish countryside, used every day by common people and companies. These roads face constant wear due to harsh weather as well as from heavy traffic, and thus, regular maintenance is required to keep up the road standard. READ MORE