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Information × Registration Number 0123U103688, R & D request Title Procedures automation of thermal non-destructive testing using artificial intelligence technologies Head Protasov Anatolii H., Доктор педагогічних наук Registration Date 06-09-2023 Organization National Technscal University of Ukraine "Kiev Polytechnic Institute". popup.description1 The aim of the research is to assess the effectiveness of employing image fusion for data augmentation and enrichment during the training of neural networks for thermal non-destructive testing. The plan involves conducting an analysis of the classification accuracy of images by modern architecture neural networks based on the choice of data augmentation methods. Furthermore, it is essential to identify the advantages of the data augmentation method grounded in image fusion using wavelet transformation and compare it with other widely used algorithms. To propose a method that would enhance the efficiency of neural network development in situations characterized by a lack of quantitative data and uneven distribution among classes in the training dataset. popup.nrat_date 2024-12-09 Close