Sökning: "transfer learning"

Visar resultat 61 - 65 av 661 uppsatser innehållade orden transfer learning.

  1. 61. Low-power Acceleration of Convolutional Neural Networks using Near Memory Computing on a RISC-V SoC

    Master-uppsats, Lunds universitet/Institutionen för elektro- och informationsteknik

    Författare :Kristoffer Westring; Linus Svensson; [2023]
    Nyckelord :FPGA; ASIC; Near Memory Computing; RISC-V; Convolutional Neural Network; Technology and Engineering;

    Sammanfattning : The recent peak in interest for artificial intelligence, partly fueled by language models such as ChatGPT, is pushing the demand for machine learning and data processing in everyday applications, such as self-driving cars, where low latency is crucial and typically achieved through edge computing. The vast amount of data processing required intensifies the existing performance bottleneck of the data movement. LÄS MER

  3. 62. Image-Based Classification Solutions for Robust Automated Molecular Biology Labs

    Master-uppsats, KTH/Medicinteknik och hälsosystem

    Författare :Arnold Teo; [2023]
    Nyckelord :Neural networks; Deep learning; Transfer learning; TensorFlow; Single-cell genomics; Image classification; Neurala nätverk; Djupinlärning; Överförd inlärning; TensorFlow; Enskild cellgenomik; Bildklassificering;

    Sammanfattning : Single-cell genomics (SCG) are methods for investigating heterogeneity between biological cells, among these is Smart-seq which sequences from RNA molecules. A more recent version of this method is Smart-seq3xpress which is currently in the process of being automated by the Sandberg lab at Karolinska Institutet. LÄS MER

  4. 63. EV - charger availability prediction based on machine learning

    Master-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Jainu Joseph; Jacob Sebastian; [2023]
    Nyckelord :;

    Sammanfattning : In response to the rapid growth of electric vehicles (EVs), our research focuses on the critical need for efficient management of charging infrastructure to facilitate the widespread adoption of EVs. Thisresearch leverages historical charging data as a foundation for predicting charging station availability. LÄS MER

  5. 64. Quality Assuring an Image Data Pipeline with Transfer Learning : Using Computer Vision Methodologies

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen Vi3

    Författare :David Wiberg; [2023]
    Nyckelord :Computer vision; Deep Learning; AI; Datorseende; IT; Kvalitetssäkra; neurala nätverk; AI;

    Sammanfattning : The computer vision field has taken big steps forwards and the amount of models and datasets that are being released is increasing. A large number of contemporary models are the result of extensive training sessions on massive datasets, reflecting a significant investment of time and computational resources. LÄS MER

  7. 65. Recognition of Handwritten Swedish Sentences With Deep Learning

    Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Hussain Kara Fallah; [2023]
    Nyckelord :;

    Sammanfattning : This study attempts the task of handwritten text recognition within the context of the Swedish language. It examines the applicability of deep neural networks to comprehend handwritten Swedish texts, specifically leveraging the Labors Memory Dataset. LÄS MER