Essays about: "Embedded DRA"

Showing result 1 - 5 of 14 essays containing the words Embedded DRA.

  1. 1. Regularizing Vision-Transformers Using Gumbel-Softmax Distributions on Echocardiography Data

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

    Author : Alfred Nilsson; [2023]
    Keywords : Deep Learning; Vision-Transformers; Echocardiography; Feature Selection; Gumbel-Softmax; Concrete Autoencoders; Regression; Djupinlärning; Vision-Transformers; Ekokardiografi; Feature Selection; GumbelSoftmax; Concrete Autoencoders; Regression;

    Abstract : This thesis introduces an novel approach to model regularization in Vision Transformers (ViTs), a category of deep learning models. It employs stochastic embedded feature selection within the context of echocardiography video analysis, specifically focusing on the EchoNet-Dynamic dataset. READ MORE

  3. 2. To beat the house in blackjack: A card counting robot

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

    Author : Edvin Aretorn; Erik Bülow; [2023]
    Keywords : Mechatronics; Robot Arm; Blackjack; Mekatronik; Robotarm; Blackjack;

    Abstract : This thesis project investigated whether or not the use of an embedded system could help blackjack players to improve their game. This was done by designing and building a robot, that plays blackjack according to a card counting strategy. READ MORE

  4. 3. Human Gait Phase Recognition in Embedded Sensor System

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

    Author : Zhenbang Liu; [2021]
    Keywords : State Inference; Gait Phases; Hidden Markov Model; Long Short Term Memory; Tillståndsinferens; gångfaser; Dold Markov modell; långtidsminne;

    Abstract : Gait analysis can improve our understanding of gait to improve medical diagnosis or treatment in clinical assessment. Studying the gait cycle in an embedded sensor system is essential for the detection of any abnormal walking pattern. READ MORE

  5. 4. Real-time conversion of monodepth visual odometry enhanced network

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

    Author : Panteleimon Myriokefalitakis; [2020]
    Keywords : ;

    Abstract : This thesis work belongs to the field of self-supervised monocular depth estimation and constitutes a conversion of the work done in [1]. The purpose is to consider the computationally expensive model in [1] as the baseline model of this work and try to create a lightweight model out of it. READ MORE

  6. 5. An investigation on the possibility for bandwidth improvement of dielectric antennas via modification of their geometry

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

    Author : Nandan Dutta Chaudhury; [2020]
    Keywords : Multifunctional antenna array; AESA; Additive manufacturing; Stereolithography; Ultra-wideband antenna; Dielectric antenna; Embedded DRA; PSF; Multifunktionell antenngrupp; AESA; Additiv tillverkning; Stereolitografi; Ultrabredbandig antenn; Dielektrisk antenn; Inbäddad DRA; PSF;

    Abstract : The dielectric antenna is an interesting alternative to a metallic antenna. This is mainlydue to its low manufacturing cost and the possibility to fabricate complex antennageometry with the aid of additive manufacturing (AM). Sophisticated AM technologyprovides new degrees of freedom in shaping the outer and inner geometry of antennas. READ MORE