Analysis of deep learning methods in adaptation to the small data problem solving

I Krak, V Kuznetsov, S Kondratiuk, L Azarova… - … “Intellectual Systems of …, 2022 - Springer
This paper discusses a specific problem in the study of deep neural networks-learning on
small data. Such issue happens in situation of transfer learning or applying known solutions …

[PDF][PDF] Magnitude of Semicircle Tiles in Fourier-space-A Handcrafted Feature Descriptor for Word Recognition using Embedded Prototype Subspace Classifiers.

A Hast - J. WSCG, 2022 - wscg.zcu.cz
The purpose of this paper is to in detail describe and analyse a Fourier based handcrafted
descriptor for word recognition. Especially, it is discussed how the Variability in the results …

[引用][C] Sex Classification of Face Images using Embedded Prototype Subspace Classifiers

A Hast - 2023 - Václav Skala-UNION Agency

[引用][C] A Handcrafted Feature Descriptor for Word Recognition using Embedded Prototype Subspace Classifiers

A Hast - 2022 - Václav Skala-UNION Agency