Generating a drawing according to a textual description
Thesis title in Czech: | Generování kresby dle slovního popisu |
---|---|
Thesis title in English: | Generating a drawing according to a textual description |
Key words: | zpracování přirozeného jazyka, generování obrázků |
English key words: | natural language processing, image generation |
Academic year of topic announcement: | 2020/2021 |
Thesis type: | Bachelor's thesis |
Thesis language: | angličtina |
Department: | Institute of Formal and Applied Linguistics (32-UFAL) |
Supervisor: | Mgr. Rudolf Rosa, Ph.D. |
Author: | Mgr. Peter Grajcar - assigned and confirmed by the Study Dept. |
Date of registration: | 26.10.2020 |
Date of assignment: | 26.10.2020 |
Confirmed by Study dept. on: | 10.11.2020 |
Date and time of defence: | 02.07.2021 09:00 |
Date of electronic submission: | 21.05.2021 |
Date of submission of printed version: | 27.05.2021 |
Date of proceeded defence: | 02.07.2021 |
Opponents: | Mgr. Tomáš Musil |
Guidelines |
The goal of the bachelor's thesis is to create a program for automatic drawing generation from a description of a scene in natural language.
Given a textual description, the program will convert the description into an intermediate structure from which the resulting drawing will be generated. The output will be a drawing which should correspond to the description. It is sufficient to cover a limited domain of descriptions, defined e.g. by the images available in the Google Quick Draw dataset and a limited set of properties and relative positions they may have. |
References |
STRAKA, Milan; STRAKOVÁ, Jana. Tokenizing, pos tagging, lemmatizing and parsing ud 2.0 with udpipe. In: Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies. 2017. p. 88-99.
GOOGLE. The Quick, Draw! Dataset. https://quickdraw.withgoogle.com/data XU, Danfei, et al. Scene graph generation by iterative message passing. In: Proceedings of the IEEE conference on computer vision and pattern recognition. 2017. p. 5410-5419. |