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International Scientific and Practical Conference
"Electronics and Information Technologies"
| Issue 10, Pages: A-179-A-182 |
| DOI: https://doi.org/10.30970/elit2018.A51 |
| Application of Convolutional Neural Networks in Biometric Identification Problems |
| L. Monastyrskyi, Ya. Boyko, V. Lozynskyi, T. Kropyvka |
| The prototype of a neural network system of biometric identification based on fingerprints using a convolutional neural network is implemented. An important feature of the proposed methodology is the use of a very limited set of biometric data to train the neural network. The results of the calculations show that the use of carefully selected neural network hyperparameters and data augmentation methods makes it possible to apply the developed prototype for practical purposes |
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© Ivan Franko National University of Lviv, 2018
Developed and supported - Laboratory of high performance computing systems
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