Product Details
SYDAGenerator 2 - Advanced tool for generating datasets using a 3D object
Created: 2020
Czech title
SYDAGenerator 2 - pokročilý nástroj pro generování datasetů s využitím 3D objektu
Type
software
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
Authors
Goldmann Tomáš, Ing., Ph.D.
(DITS)
Drahanský Martin, prof. Ing., Ph.D.
Drahanský Martin, prof. Ing., Ph.D.
Keywords
neural network, dataset, AI, face recognition
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.
Location
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