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- Article name
- Description of the development of a neural network model for gesture recognition with increased efficiency due to the expansion of the variety of training data
- Authors
- Zhilenkov A. A., , zhilenkovanton@gmail.com, St. Petersburg State Marine Technical University, St. Petersburg, Russia
Voronova A. V., , cleg7482ax@mail.ru, Saint-Petersburg State Marine Technical University, Saint-Petersburg, Russia
- Keywords
- augmentation / dataset / convolutional neural network / gesture recognition
- Year
- 2023 Issue 4 Pages 3 - 10
- Code EDN
- ZPJULG
- Code DOI
- 10.52190/2073-2600_2023_4_3
- Abstract
- This article describes the creation of a dataset on a self-generated graphical dataset, training of a neural network on the created dataset, its improvement by adding augmented data to the training sample, realization of a real-time gesture recognition system and comparative analysis of its performance on the basis of the original and improved neural networks.
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