Browsing ODA Open Digital Archive by Author "Shrestha, Raju"
Now showing items 1-20 of 46
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A complete CI/CD pipeline for automatizing application containerization and deployment in the Kubernetes cluster
Ray, Akash (Master thesis, 2024)This research presents the design and implementation of a comprehensive continuous integration/continuous deployment (CI/CD) pipeline. This proposed framework automates the process of application containerization and ... -
A Platform-Agnostic Deployment Framework for Machine Learning Models: A Case Study with an Image Accessibility Application
Adhikari, Indra Bdr (Master thesis, 2024)This thesis explores the integration of DevOps practices into deploying machine learning (ML) models across various cloud platforms. It addresses the challenges of deploying across multiple cloud environments by proposing ... -
Accessible Driver Announcement in Public Transportation: A Solution based on Speech-to-Text and Display
Sapkota, Abhijeet; Shrestha, Raju (IEEE International Conference on Smart City and Informatization (iSCI); 2020 IEEE 8th International Conference on Smart City and Informatization (iSCI), Conference object, 2021-02-11)Today, the information in public transport, especially when an unforeseen event such as signal failure, platform change, etc. occurs, is largely provided by making an audio announcement. This, in many situations, is hardly ... -
Automating Deployment of Microservices Using Minimalistic Tools – GitLab, Docker and Kubernetes.
Mirza, Sonila (Master thesis, 2024)This research work is based on the deployment, configuration, and management of microservices in a Kubernetes cluster, which relates to how container orchestration can enhance its scalability and performance using the least ... -
Can XAI-guided Point-of-Interest Proposal and SAM Perform Crossmodal Food Image Segmentation?
Donnelly, Rikard Haukemyr (Master thesis, 2024)Food image segmentation is a task with multiple problems. There are limited food image segmentation datasets, considerable variability in the types of food available across geographical regions and ethnicities, and adapting ... -
A comparative study between Microservices and Serverless in the cloud
Arafath, Beebu Nisha Yasar (ACIT;2022, Master thesis, 2022)The revolutionary transformation toward cloud computing microservices has gained rapid momentum among IT circles due to its agility, scalability, and resiliency. Many applications are deployed using microservices at their ... -
DeepNAVI: A deep learning based smartphone navigation assistant for people with visual impairments
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (Expert Systems With Applications;, Peer reviewed; Journal article, 2022)Navigation assistance is an active research area, where one aim is to foster independent living for people with vision impairments. Despite the fact that many navigation assistants use advanced technologies and methods, ... -
Detection of Body Shaming in Social Media: A Comparative Study of Traditional Machine Learning and Transformer-based Models
Jacob, Jyothy Anna (Master thesis, 2024)With social media becoming a significant part of the daily life among people of all ages, people are also faced with harmful contents which could have a negative impact on their wellness. Body shaming is one such area where ... -
Developing speech recognition in public transportation for universally designed information flow
Sapkota, Abhijeet (Master thesis, 2019)Today, information in public transport is largely provided through speakers. This is especially true in unforeseen events, such as signal failures, platform change and in emergencies such as fire, evacuation and the like. ... -
Distance Estimation Methods for Smartphone-Based Navigation Support Systems
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (Lecture Notes in Networks and Systems;295, Conference object, 2021-08-03)Distance estimation is a key element of a navigation system. Various methods and instruments are used in distance estimation procedures. The methods and instruments used usually depend on the contexts of the application ... -
Electoral Symbols and Vote Recognition on Paper Ballots- A Case Study of Nepal's General Election
Acharya, Suraj (Master thesis, 2024)In electoral processes, which primarily use paper-based voting methods, this paper explores the application of advanced object detection technologies to improve the accuracy and efficiency of voting. Specifically, the goal ... -
Evaluate Kubernetes for Stateful and highly available enterprise database solutions
Sharma, Anurag (Master thesis, 2023)With the increasing adoption of containerization and microservices, Kubernetes has become a popular choice for managing complex distributed systems. This project evaluates the feasibility of setting up a high availability ... -
Exploring the User Experience of an AI-based Smartphone Navigation Assistant for People with Visual Impairments
Kuriakose, Bineeth; Shrestha, Raju; Sandnes, Frode Eika (Chapter; Conference object, 2023)Advancements in artificial intelligence (AI), computer vision, and smartphone technology have spurred the development of naviga- tion assistants aiming to improve the independent mobility experi- ence of people with visual ... -
A framework and methodology for spectral color vision deficiency imaging
Shrestha, Raju (Proceedings of the International Colour Association (AIC) Conference;Proceedings of the International Colour Association (AIC) Conference 2019, Conference object, 2020-05-20)People with color vision deficiency (CVD) face difficulties in everyday life and may get frustrated when they miss some of the important features in an image because of their inability to perceive differences between certain ... -
A Framework for an automatic evaluation of image description based on an image accessibility guideline
Dogra, Himmat (MAUU;2020, Master thesis, 2020)In this digital world, it is mandatory to have equal access for all the people to understand the images. Inaccessible image descriptions can create barriers for some users to access the images. This paper presents a framework ... -
A Framework for Generating Images and Hashtags for Social Media Posts for Artificial Influencers
Shrestha, Raju; Korneliussen, Hanne (Chapter; Peer reviewed; Conference object; Journal article, 2024)This paper introduces a novel framework that leverages artificial intelligence to create engaging social media content, encompassing both images and hashtags, using a diffusion model and interactive evolution computation. ... -
GenerativeAutoAi - A generative model for cars
Chatterjee, Shiladitya (Master thesis, 2023)The car industry at the Indian subcontinent has been a booming industry over the decade. As new and new cars have arrived at the Indian market it becomes extremely difficult for a consumer to keep track of the cars launched ... -
High Availability and Performance of Database in the Cloud - Traditional Master-slave Replication versus Modern Cluster-based Solutions
Shrestha, Raju (Chapter; Peer reviewed, 2017)High availability (HA) of database is critical for the high availability of cloud-based applications and services. Master-slave replication has been traditionally used since long time as a solution for this. Since ... -
Improving image accessibility through touchup information
Amatya, Nikhil (MAUU;2021, Master thesis, 2021)Image is pictorial scripts or visual artifacts that are two-dimensional that resembles a subject that is usually a physical object. People with visibility disabilities find it challenging to access the image as it requires ... -
Indoor Air Quality Monitoring System for Homes Using Solid Fuels: A Universal Design Approach Integrating Sensor Network with Human Computer Interaction
Musoro, Tamugri King Asa (Master thesis, 2019)The Universal Design (UD) approach to develop technology to combat the effects of Indoor air pollution (IAP), as a result of burning solid fuels or biomass in this project, required a wide range detection of pollutants, ...