Essays about: "Semantic Segmentation"

Showing result 36 - 40 of 152 essays containing the words Semantic Segmentation.

  1. 36. Radar Detection Using Deep Learning

    University essay from Lunds universitet/Matematik LTH

    Author : Ziliang Xiong; Leonardo Carrera; [2022]
    Keywords : Deep Learning; Autonomous Driving; Radar; Point Cloud; Technology and Engineering;

    Abstract : This thesis aims to reproduce and improve a paper about dynamic road user detection on 2D bird's-eye-view radar point cloud in the context of autonomous driving. We choose RadarScenes, a recent large public dataset, to train and test deep neural networks. READ MORE

  3. 37. Measuring Porosity in Ceramic Coating using Convolutional Neural Networks and Semantic Segmentation

    University essay from Linköpings universitet/Datorseende

    Author : Filip Isaksson; [2022]
    Keywords : Deep Learning; Image processing; Transfer Learning; Material Science;

    Abstract : Ceramic materials contain several defects, one of which is porosity. At the time of writing, porosity measurement is a manual and time-consuming process performed by a human operator. READ MORE

  4. 38. Sample Image Segmentation of Microscope Slides

    University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

    Author : Maija Persson; [2022]
    Keywords : image segmentation; fully convolutional network; microscope slide; Kato-Katz;

    Abstract : In tropical and subtropical countries with bad infrastructure there exists diseases which are often neglected and untreated. Some of these diseases are caused by parasitic intestinal worms which most often affect children severely. The worms spread through parasite eggs in human stool that end up in arable soil and drinking water. READ MORE

  5. 39. Online Unsupervised Domain Adaptation

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

    Author : Theodoros Panagiotakopoulos; [2022]
    Keywords : Unsupervised Domain Adaptation; Continual Learning; Curriculum Learning; Clear2Rain; Self-Supervised Learning; Semantic Segmentation; Transfer Learning; Online Learning; Unsupervised Domain Adaptation; Kontinuerligt lärande; Curriculum Learning; Clear2Rain; Self-Supervised Learning; Semantisk Segmentering; Transfer Learning; Online Learning;

    Abstract : Deep Learning models have seen great application in demanding tasks such as machine translation and autonomous driving. However, building such models has proved challenging, both from a computational perspective and due to the requirement of a plethora of annotated data. READ MORE

  6. 40. Off-road Driving with Deteriorated Road Conditions for Autonomous Driving Systems

    University essay from Linköpings universitet/Institutionen för systemteknik

    Author : Eric Ekström; [2022]
    Keywords : autonomous driving systems; computer graphics; synthetic training data; driving;

    Abstract : Recent studies on robustness of machine learning systems shows that today’s autonomous vehicles struggle with very basic visual disturbances such as rain or snow. There is also a lack of training data that includes off road scenes or scenes with different forms of deformation to the road surface. READ MORE