Essays about: "semantic annotations"

Showing result 6 - 10 of 13 essays containing the words semantic annotations.

  1. 6. Training Multi-Task Deep Neural Networks with Disjoint Datasets

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

    Author : Nik Vaessen; [2020]
    Keywords : ;

    Abstract : This work examines training neural networks which are capable of learning multiple tasks. We propose an architecture trained on KITTI and Cityscapes, which respectively include only the annotations for 2D object detection and semantic segmentation. READ MORE

  3. 7. Semi-supervised Lesion Detection via Image Restoration

    University essay from Lunds universitet/Matematik LTH

    Author : Jonatan Kronander; [2020]
    Keywords : Mathematics and Statistics;

    Abstract : Lesion detection is a critical task for medical image understanding. While the problem has been widely addressed in a supervised semantic segmentation manner, the problem clinically appears more similar to novelty detection with few or no annotations for the lesion. READ MORE

  4. 8. A comparison of image and object level annotation performance of image recognition cloud services and custom Convolutional Neural Network models

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Kristian Nilsson; Hans-Eric Jönsson; [2019]
    Keywords : machine learning; cnn; image recognition; cloud services;

    Abstract : Recent advancements in machine learning has contributed to an explosive growth of the image recognition field. Simultaneously, multiple Information Technology (IT) service providers such as Google and Amazon have embraced cloud solutions and software as a service. READ MORE

  5. 9. Engineering Content-Centric Future Internet Applications

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Alain Perkaz; [2018]
    Keywords : Future Internet; content-centric applications; semantic annotations; interest-defined communities; PRIME middleware;

    Abstract : The Internet as we know it today has sustained continuous evolution since its creation, radically changing means of communication and ways in which commerce is globally operated. From the World Wide Web to the two-way video calls, it has shifted the ways people communicate and societies function. READ MORE

  6. 10. Video content annotation automation using machine learning techniques

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Erik Bodin; [2014]
    Keywords : ;

    Abstract : Annotations describing semantic content within video material is essential for ecient search of such content, e.g. allowing for search engine queries to return only relevant segments of video clips within large content management systems. READ MORE