Result Details

SYDAGenerator 2 - Advanced tool for generating datasets using a 3D object

Created: 2020
Type
software
Language
English
Authors
Goldmann Tomáš, Ing., Ph.D., DITS (FIT)
Drahanský Martin, prof. Ing., Ph.D., DITS (FIT)
Description

To train classification algorithms, it is necessary to have suitable datasets and sufficient computing power. When training neural networks, it is necessary to have data sets that have several thousand of images. This fact became the motivation for creating software for generating datasets using 3D models. This tool generates images using 3D model projection. Through this approach, it is possible to generate data sets that can be used for training algorithms in the field of machine learning and for validating results from machine learning algorithms.

Keywords

neural network, dataset, AI, face recognition

URL
License
In order to use the result by another entity, it is always necessary to acquire a license
License Fee
The licensor does not require a license fee for the result in some cases
License Conditions

Licence: Creative Commons BY-NC-SA 3.0

Projects
Spolehlivé, bezpečné a efektivní počítačové systémy, BUT, Vnitřní projekty VUT, FIT-S-20-6427, start: 2020-03-01, end: 2023-02-28, completed
Departments
Back to top