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
required - optional free
Authors
Goldmann Tomáš, Ing., Ph.D. (DITS FIT BUT)
Drahanský Martin, prof. Ing., Dipl.-Ing., Ph.D. (DITS FIT BUT)
Drahanský Martin, prof. Ing., Dipl.-Ing., Ph.D. (DITS FIT BUT)
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
Licence
Licence: Creative Commons BY-NC-SA 3.0
Projects
Reliable, Secure, and Efficient Computer Systems (FIT-S-20-6427)