Essays about: "felmärkning"

Found 3 essays containing the word felmärkning.

  1. 1. The effect of model calibration on noisy label detection

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

    Author : Max Joel Söderberg; [2023]
    Keywords : Area Under the Margin; Calibration; Image classification; Label smoothing; Noisy labels; Overconfidence; Area under marginalen; Kalibrering; Bildklassificering; Etikettutjämning; Brusiga etiketter; Övertro;

    Abstract : The advances in deep neural networks in recent years have opened up the possibility of using image classification as a valuable tool in various areas, such as medical diagnosis from x-ray images. However, training deep neural networks requires large amounts of annotated data which has to be labelled manually, by a person. READ MORE

  3. 2. Genetic diversity within Swedish national heritage cultivars of gooseberry, Ribes uva-crispa

    University essay from SLU/Dept. of Plant Breeding (from 130101)

    Author : Josefine Nordlander; [2021]
    Keywords : genetic diversity; heterozygosity; molecular characterization; PCoA; pomological heritage; Ribes grossularia; Ribes uva-crispa; SSR markers;

    Abstract : In the year 2000, the National program for diversity of cultivated plants (Pom) was established, aiming to recover old, Swedish fruit and berry cultivars that historically have been important for breeding and commercial production. A collection of mandate cultivars of Ribes uva-crispa (gooseberry) containing valuable accessions was created. READ MORE

  4. 3. Finding mislabeled data in datasets : A study on finding mislabeled data in datasetsby studying loss function

    University essay from Uppsala universitet/Datalogi

    Author : Salam Jadari; [2019]
    Keywords : loss functions; mislabeled; label noise; datasets; VGG16; MNIST; CIFAR10; lossfunktioner; felmärkning; dataset; VGG16; MNIST; CIFAR10;

    Abstract : The amount of data keeps growing thus making the handling of all data to anextensive task. Most data needs preprocessing in different ways and to ease thisprocess methods and techniques are required.The aim of the thesis is to find mislabeled data in datasets by studying trainingrelated metrics for individual data-points. READ MORE