Оцінка класифікації зображень для перенесення навчання у згорткових нейронних мережах
Abstract. The article provides an overview of the main neural networks used for image classification tasks. Their main advantages and disadvantages are discussed. The peculiarities of transfer learning for classification are analyzed. The effectiveness of transfer learning when using the...
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| Datum: | 2023 |
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| Hauptverfasser: | , , , |
| Format: | Artikel |
| Sprache: | Ukrainian |
| Veröffentlicht: |
Vinnytsia National Technical University
2023
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| Schlagworte: | |
| Online Zugang: | https://oeipt.vntu.edu.ua/index.php/oeipt/article/view/652 |
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| Назва журналу: | Optoelectronic Information-Power Technologies |
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Optoelectronic Information-Power Technologies| Zusammenfassung: |
Abstract. The article provides an overview of the main neural networks used for image classification tasks. Their main advantages and disadvantages are discussed. The peculiarities of transfer learning for classification are analyzed. The effectiveness of transfer learning when using the basic networks of the Keras library is examined |
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