Essays about: "ImageNet"

Showing result 21 - 25 of 48 essays containing the word ImageNet.

  1. 21. Noisy recognition of perceptual mid-level features in music

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

    Author : Simon Mossmyr; [2021]
    Keywords : ;

    Abstract : Self-training with noisy student is a consistency-based semi-supervised self- training method that achieved state-of-the-art accuracy on ImageNet image classification upon its release. It makes use of data noise and model noise when fitting a model to both labelled data and a large amount of artificially labelled data. READ MORE

  3. 22. Leveraging Adult Fashion to Enhance Children’s Fashion Recognition

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

    Author : Angel Luis Igareta Herráiz; [2021]
    Keywords : CNN; Machine Learning; Transfer Learning; Fashion Analysis; Children’s Fashion; Clothing Attribute Recognition; CNN; maskininlärning; överföringsinlärning; modeanalys; barnmode; igenkänning av klädesattribut;

    Abstract : The future of the fashion industry is expected to be online, thus a significant amount of research is being conducted in the field of fashion image analysis. Currently, a task that places a heavy workload on online stores is manually tagging new garments, including attributes such as category, color, pattern, or style. READ MORE

  4. 23. Are deep video architectures (also) biased toward texture rather than shape?

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

    Author : Boyu Li; [2021]
    Keywords : ;

    Abstract : Convolutional neural networks (CNNs) have achieved high accuracy on several different perceptual tasks, such as object recognition and action recognition. Interpretability is required due to the significant impact of CNNs and the requirement of model improvement. Geirhos et al. READ MORE

  5. 24. Use of Thermal Imagery for Robust Moving Object Detection

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Hannah Bergenroth; [2021]
    Keywords : Moving object detection; background subtraction; convolutional neural network; image fusion;

    Abstract : This work proposes a system that utilizes both infrared and visual imagery to create a more robust object detection and classification system. The system consists of two main parts: a moving object detector and a target classifier. READ MORE

  6. 25. Classification of Heart Views in Ultrasound Images

    University essay from Linköpings universitet/Datorseende

    Author : David Pop; [2020]
    Keywords : AI; deep learning; echocardiography; image classification;

    Abstract : In today’s society, we experience an increasing challenge to provide healthcare to everyone in need due to the increasing number of patients and the shortage of medical staff. Computers have contributed to mitigating this challenge by offloading the medical staff from some of the tasks. READ MORE