IMPACT OF IMAGE PRE-PROCESSING ON QUALITY OF TRAINING NEURAL NETWORK FOR RECOGNITION
The article offers a view on the methods for developing, and the stages of pro-processing images for training sampling in neural networks, as well as their impact on the quality of training.
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | Russian |
| Published: |
North Caucasus Federal University
2022-05-01
|
| Series: | Вестник Северо-Кавказского федерального университета |
| Subjects: | |
| Online Access: | https://vestnikskfu.elpub.ru/jour/article/view/1175 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849697166280359936 |
|---|---|
| author | Nikita A. Lagunov Oksana S. Mezentseva |
| author_facet | Nikita A. Lagunov Oksana S. Mezentseva |
| author_sort | Nikita A. Lagunov |
| collection | DOAJ |
| description | The article offers a view on the methods for developing, and the stages of pro-processing images for training sampling in neural networks, as well as their impact on the quality of training. |
| format | Article |
| id | doaj-art-7d6b7e02419c451cbc52a0e20acf9850 |
| institution | DOAJ |
| issn | 2307-907X |
| language | Russian |
| publishDate | 2022-05-01 |
| publisher | North Caucasus Federal University |
| record_format | Article |
| series | Вестник Северо-Кавказского федерального университета |
| spelling | doaj-art-7d6b7e02419c451cbc52a0e20acf98502025-08-20T03:19:16ZrusNorth Caucasus Federal UniversityВестник Северо-Кавказского федерального университета2307-907X2022-05-010151581173IMPACT OF IMAGE PRE-PROCESSING ON QUALITY OF TRAINING NEURAL NETWORK FOR RECOGNITIONNikita A. Lagunov0Oksana S. Mezentseva1NCFUNCFUThe article offers a view on the methods for developing, and the stages of pro-processing images for training sampling in neural networks, as well as their impact on the quality of training.https://vestnikskfu.elpub.ru/jour/article/view/1175нейронные сетиобучающие выборкираспознаваниеобработка изображенийобучениеэластичные деформацииаффинные преобразованияфильтрацияneural networkstraining samplingrecognitionimage pro-cessingtrainingelastic deformationaffine transformationfiltration |
| spellingShingle | Nikita A. Lagunov Oksana S. Mezentseva IMPACT OF IMAGE PRE-PROCESSING ON QUALITY OF TRAINING NEURAL NETWORK FOR RECOGNITION Вестник Северо-Кавказского федерального университета нейронные сети обучающие выборки распознавание обработка изображений обучение эластичные деформации аффинные преобразования фильтрация neural networks training sampling recognition image pro-cessing training elastic deformation affine transformation filtration |
| title | IMPACT OF IMAGE PRE-PROCESSING ON QUALITY OF TRAINING NEURAL NETWORK FOR RECOGNITION |
| title_full | IMPACT OF IMAGE PRE-PROCESSING ON QUALITY OF TRAINING NEURAL NETWORK FOR RECOGNITION |
| title_fullStr | IMPACT OF IMAGE PRE-PROCESSING ON QUALITY OF TRAINING NEURAL NETWORK FOR RECOGNITION |
| title_full_unstemmed | IMPACT OF IMAGE PRE-PROCESSING ON QUALITY OF TRAINING NEURAL NETWORK FOR RECOGNITION |
| title_short | IMPACT OF IMAGE PRE-PROCESSING ON QUALITY OF TRAINING NEURAL NETWORK FOR RECOGNITION |
| title_sort | impact of image pre processing on quality of training neural network for recognition |
| topic | нейронные сети обучающие выборки распознавание обработка изображений обучение эластичные деформации аффинные преобразования фильтрация neural networks training sampling recognition image pro-cessing training elastic deformation affine transformation filtration |
| url | https://vestnikskfu.elpub.ru/jour/article/view/1175 |
| work_keys_str_mv | AT nikitaalagunov impactofimagepreprocessingonqualityoftrainingneuralnetworkforrecognition AT oksanasmezentseva impactofimagepreprocessingonqualityoftrainingneuralnetworkforrecognition |