Advanced search

Showing result 1 - 5 of 13 essays matching the above criteria.

  1. 1. Efficiency by design : A way to meet expert users' needs

    University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Author : Nike Vejbrink Starbrink; [2024]
    Keywords : User Experience; Interaction Design; Usability; Expert Users; Efficiency;

    Abstract : The administration software is a crucial component of any successful company. It is often overlooked, but it plays an essential role in ensuring the smooth operation of the business. It is the backbone of the company's operations, and it must be able to meet the evolving needs of its users. READ MORE

  3. 2. Deep Learning Model Deployment for Spaceborne Reconfigurable Hardware : A flexible acceleration approach

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

    Author : Javier Ferre Martin; [2023]
    Keywords : Space Situational Awareness; Deep Learning; Convolutional Neural Networks; FieldProgrammable Gate Arrays; System-On-Chip; Computer Vision; Dynamic Partial Reconfiguration; High-Level Synthesis; Rymdsituationstänksamhet; Djupinlärning; Konvolutionsnätverk; Omkonfigurerbara Field-Programmable Gate Arrays FPGAs ; System-On-Chip SoC ; Datorseende; Dynamisk partiell omkonfigurering; Högnivåsyntes.;

    Abstract : Space debris and space situational awareness (SSA) have become growing concerns for national security and the sustainability of space operations, where timely detection and tracking of space objects is critical in preventing collision events. Traditional computer-vision algorithms have been used extensively to solve detection and tracking problems in flight, but recently deep learning approaches have seen widespread adoption in non-space related applications for their high accuracy. READ MORE

  4. 3. MLOps paradigm - a game changer in Machine Learning Engineering?

    University essay from Uppsala universitet/Informationssystem

    Author : Dusengimana Francois Regis; [2023]
    Keywords : MLOps; ML; AI; Automation; ML in production;

    Abstract : In the last 5+ years, researchers and the industry have been working hard to adopt MLOps (Machine Learning Operations) to maximize production. The current literature on MLOps is still mostly disconnected and sporadic (Testi et al., 2022). READ MORE

  5. 4. Risks and Risk Mitigation Strategies Related to AI in Medical Imaging : A Qualitative Case Study of Implementing AI in Screening Mammography

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

    Author : Annika Gerigoorian; Maha Kloub; [2023]
    Keywords : Artificial Intelligence; AI Implementation; Enterprise Risk Management; Mammography; Medical Imaging; Artificiell Intelligens; AI Implementering; Enterprise Risk Management; Mammografi; Bild- och funktionsmedicin;

    Abstract : AI in medical imaging is promising. Breast cancer screening has particularly seen advancements as researchers have demonstrated how commercially available AI algorithms could detect breast cancer at the same level as the best radiologists. READ MORE

  6. 5. A Comprehensive study on Federated Learning frameworks : Assessing Performance, Scalability, and Benchmarking with Deep Learning Model

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Riyas Hamsath Mohammed Khan; [2023]
    Keywords : Machine Learning; Federated Learning; Flower; FedN; FedML; Decentralised AI;

    Abstract : Federated Learning now a days has emerged as a promising standard for machine learning model training, which can be executed collaboratively on decentralized data sources. As the adoption of Federated Learning grows, the selection of the apt frame work for our use case has become more important. READ MORE