Sökning: "Miquel Martí Rabadán"

Hittade 1 uppsats innehållade orden Miquel Martí Rabadán.

  1. 1. Multitask Deep Learning models for real-time deployment in embedded systems

    Uppsats för yrkesexamina på avancerad nivå, KTH/Robotik, perception och lärande, RPL

    Författare :Miquel Martí Rabadán; [2017]
    Nyckelord :computer vision; deep learning; multitask learning; object detection; semantic segmentation; embedded systems; perception; robotics; autonomous driving;

    Sammanfattning : Multitask Learning (MTL) was conceived as an approach to improve thegeneralization ability of machine learning models. When applied to neu-ral networks, multitask models take advantage of sharing resources forreducing the total inference time, memory footprint and model size. LÄS MER