Essays about: "Helena Alinder"

Found 2 essays containing the words Helena Alinder.

  1. 1. Semantic Image Segmentation on Clothing Imagery with Deep Neural Networks

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

    Author : Helena Alinder; [2020]
    Keywords : ;

    Abstract : Semantic Image Segmentation is a field within machine learning and computer vision, where the goal is to link each pixel in an image with a label. A successful segmentation will label all pixels that belong to an object with the correct label, and this prediction can be measured with a score known as mean Intersection over Union (mIoU). READ MORE

  2. 2. An Evaluation of the Indian Buffet Process as Part of a Recommendation System

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

    Author : Helena Alinder; Josefin Nilsson; [2018]
    Keywords : Indian Buffet Process; IBP; Gibbs sampling; recommendation systems;

    Abstract :  This report investigates if it is possible to use the Indian Buffet Process (IBP), a stochastic process that defines a probability distribution, as part of a recommendation system. The report focuses on recommendation systems where one type of object, for instance movies, is recommended to another type of object, for instance users. READ MORE