Thesis Details

Webový nástroj pro anotaci obrazových dat

Master's Thesis Student: Vostřejž Tomáš Academic Year: 2021/2022 Supervisor: Špaňhel Jakub, Ing.
English title
Web-Based Image Annotation Tool
Language
Czech
Abstract

This thesis deals with the development of a web application for image data annotation. Describes the design and implementation of the client and server side of a tool that works with video files. Supports object tracking using interpolation. It is implemented in JavaScript using the Angular platform and the Express library. Allows the user to create point, line, stroke, rectangle, and polygon annotations. Annotations are created based on annotation templates that the tool organizes into groups. Datasets have one or more annotation groups and the user has the option to transfer and reuse them between datasets using a personal library. The tool exports the resulting annotations in JSON format.

Keywords

web, web application, video, image data, annotation, Angular, REST API, Node.js, MongoDB, Mongoose, Express, Jasmine

Department
Degree Programme
Files
Status
defended, grade B
Date
20 June 2022
Reviewer
Committee
Hruška Tomáš, prof. Ing., CSc. (DIFS FIT BUT), předseda
Holík Lukáš, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Kreslíková Jitka, doc. RNDr., CSc. (DIFS FIT BUT), člen
Mrázek Vojtěch, Ing., Ph.D. (DCSY FIT BUT), člen
Polčák Libor, Ing., Ph.D. (DIFS FIT BUT), člen
Rychlý Marek, RNDr., Ph.D. (DIFS FIT BUT), člen
Citation
VOSTŘEJŽ, Tomáš. Webový nástroj pro anotaci obrazových dat. Brno, 2022. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2022-06-20. Supervised by Špaňhel Jakub. Available from: https://www.fit.vut.cz/study/thesis/23072/
BibTeX
@mastersthesis{FITMT23072,
    author = "Tom\'{a}\v{s} Vost\v{r}ej\v{z}",
    type = "Master's thesis",
    title = "Webov\'{y} n\'{a}stroj pro anotaci obrazov\'{y}ch dat",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2022,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/23072/"
}
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