Essays about: "PSPNet"

Found 2 essays containing the word PSPNet.

  1. 1. Detecting Slag Formation with Deep Learning Methods : An experimental study of different deep learning image segmentation models

    University essay from Linköpings universitet/Datorseende

    Author : Christian von Koch; William Anzén; [2021]
    Keywords : deep learning; deep neural network; computer vision; image segmentation; iron ore pelletising plant; furnace slag-detection; U-Net; PSPNet;

    Abstract : Image segmentation through neural networks and deep learning have, in the recent decade, become a successful tool for automated decision-making. For Luossavaara-Kiirunavaara Aktiebolag (LKAB), this means identifying the amount of slag inside a furnace through computer vision. READ MORE

  2. 2. Semantic Segmentation of Iron Ore Pellets with Neural Networks

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Terese Svensson; [2019]
    Keywords : Convolutional Neural Networks; Iron Ore Pellets; Semantic Segmentation;

    Abstract : This master’s thesis evaluates five existing Convolutional Neural Network (CNN) models for semantic segmentation of optical microscopy images of iron ore pellets. The models are PSPNet, FC-DenseNet, DeepLabv3+, BiSeNet and GCN. READ MORE