Essays about: "thesis supervision"

Showing result 16 - 20 of 171 essays containing the words thesis supervision.

  1. 16. Knowledge Distillation for Semantic Segmentation and Autonomous Driving. : Astudy on the influence of hyperparameters, initialization of a student network and the distillation method on the semantic segmentation of urban scenes.

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

    Author : Juan Sanchez Nieto; [2022]
    Keywords : Knowledge Distillation; Autonomous Driving; Semantic Segmentation; Cityscapes.; Kunskapsdestillation; Autonom Körning; Semantisk Segmentering; Stadslandskap.;

    Abstract : Reducing the size of a neural network whilst maintaining a comparable performance is an important problem to be solved since the constrictions on resources of small devices make it impossible to deploy large models in numerous real-life scenarios. A prominent example is autonomous driving, where computer vision tasks such as object detection and semantic segmentation need to be performed in real time by mobile devices. READ MORE

  2. 17. Personalization of home rehabilitation training by incorporating interactive machine learning into the design

    University essay from Uppsala universitet/Institutionen för informatik och media

    Author : Yinchu Li; [2022]
    Keywords : Personalization; rehabilitation; interactive machine learning; participatory design;

    Abstract : Home rehabilitation training has become an important part for patients to recover and maintain physical conditions due to the high health care cost and limited supervision in the clinic. Various technologies have been designed for assisting rehabilitation training but most of them are not able to provide personalized feedback and support according to different standards of patients’ physical condition and movement capability. READ MORE

  3. 18. Detecting Defective Rail Joints on the Swiss Railways with Inception ResNet V2 : Simplifying Predictive Maintenance of Railway Infrastructure

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

    Author : Anton Lu; [2022]
    Keywords : Rail Defect Detection; Rail Image Classification; Rail Joints; Object Detection; Image Classification; Deep Learning; Järnvägsfeldetektering; Järnvägsbildigenkänning; Järnvägsskarvar; Objectigenkänning; Bildklassificering; Djupinlärning;

    Abstract : Manual investigation of railway infrastructure is a labor-intensive and time-consuming task, and automating it has become a high priority for railway operators to reduce unexpected infrastructure expenditure. In this thesis, we propose a new image classification approach for classifying defect and non-defective rail joints in image data, based on previous fault detection algorithms using object detection. READ MORE

  4. 19. The shifting landscape of ESG-investing in Sweden A qualitative study of how five Swedish fund companies plan to integrate the EU Action Plan on Sustainable Finance

    University essay from Göteborgs universitet/Företagsekonomiska institutionen

    Author : Marco Benedetto; Robin Thomsen; [2021-06-30]
    Keywords : ESG; Finance; Funds; Asset management; Sustainability; Greenwashing; SFDR; NFRD; Taxonomy; Investment.;

    Abstract : The awareness of sustainability has increased significantly in recent years as a result of changes in the environment, economic trends and social structures. As a result of that, regulatory organizations have urged the European Union to overhaul the current regulation made to govern sustainable investing in Europe as many in the industry have felt that ESG performance reporting has lacked supervision. READ MORE

  5. 20. Lost in Thoughts - A Quantitative Study About Repetitive Thinking, Gaze Behavior and Experiences of Distress

    University essay from Lunds universitet/Institutionen för psykologi

    Author : Bahar Masooda Ahmadi; Ebba Olsson; [2021]
    Keywords : Repetitive negative thinking; rumination; worry; eye-tracking; gaze behavior; looking at nothing; recall; repetitivt negativt tänkande; ruminering; oro; ögonspårning; blickbeteende; återkallning; Social Sciences;

    Abstract : The purpose of the present study was to investigate if and how repetitive negative thinking (RNT) influences the level of experienced distress during recall of images of neutral and negative content, and how such effects might be modulated by gaze behavior. Another aim was to study whether RNT and image content influences participants’ gaze behavior. READ MORE