The Study of The Convolutional Neural Networks Applications
At present, deep learning is widely used in a broad range of arenas. A convolutional neural networks (CNN) is becoming the star of deep learning as it gives the best and most precise results when cracking real-world problems. In this work, a brief description of the applications of CNNs in two areas...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Univeristy of Kurdistan Hewler
2019-12-01
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| Series: | UKH Journal of Science and Engineering |
| Subjects: | |
| Online Access: | https://journals.ukh.edu.krd/index.php/ukhjse/article/view/167/144 |
| _version_ | 1818047909579456512 |
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| author | Ahmed Saadaldin Shamsaldin Polla Fattah Tarik A. Rashid Nawzad K. Al-Salihi |
| author_facet | Ahmed Saadaldin Shamsaldin Polla Fattah Tarik A. Rashid Nawzad K. Al-Salihi |
| author_sort | Ahmed Saadaldin Shamsaldin |
| collection | DOAJ |
| description | At present, deep learning is widely used in a broad range of arenas. A convolutional neural networks (CNN) is becoming the star of deep learning as it gives the best and most precise results when cracking real-world problems. In this work, a brief description of the applications of CNNs in two areas will be presented: First, in computer vision, generally, that is, scene labeling, face recognition, action recognition, and image classification; Second, in natural language processing, that is, the fields of speech recognition and text classification. |
| first_indexed | 2024-12-10T10:13:17Z |
| format | Article |
| id | doaj.art-f9146dd16d3446ce93c78f3f2f5079dd |
| institution | Directory Open Access Journal |
| issn | 2520-7792 |
| language | English |
| last_indexed | 2024-12-10T10:13:17Z |
| publishDate | 2019-12-01 |
| publisher | Univeristy of Kurdistan Hewler |
| record_format | Article |
| series | UKH Journal of Science and Engineering |
| spelling | doaj.art-f9146dd16d3446ce93c78f3f2f5079dd2022-12-22T01:53:05ZengUniveristy of Kurdistan HewlerUKH Journal of Science and Engineering2520-77922019-12-01323140https://doi.org/10.25079/ukhjse.v3n2y2019.pp31-40The Study of The Convolutional Neural Networks ApplicationsAhmed Saadaldin Shamsaldin0https://orcid.org/0000-0002-4148-0333Polla Fattah1https://orcid.org/0000-0001-8027-3540Tarik A. Rashid2https://orcid.org/0000-0002-8661-258XNawzad K. Al-Salihi3https://orcid.org/0000-0002-4180-799XDepartment of Computer Science and Engineering, School of Science and Engineering, University of Kurdistan Hewler, Erbil, Kurdistan Region - F.R. IraqDepartment of Software Engineering, Salahaddin University, Erbil, Kurdistan Region - F.R. IraqDepartment of Computer Science and Engineering, School of Science and Engineering, University of Kurdistan Hewler, Kurdistan Region - F.R. IraqDepartment of Computer Science and Engineering, School of Science and Engineering, University of Kurdistan Hewler, Kurdistan Region - F.R. IraqAt present, deep learning is widely used in a broad range of arenas. A convolutional neural networks (CNN) is becoming the star of deep learning as it gives the best and most precise results when cracking real-world problems. In this work, a brief description of the applications of CNNs in two areas will be presented: First, in computer vision, generally, that is, scene labeling, face recognition, action recognition, and image classification; Second, in natural language processing, that is, the fields of speech recognition and text classification.https://journals.ukh.edu.krd/index.php/ukhjse/article/view/167/144convolutional neural networksnatural languagecomputer visiondeep learning |
| spellingShingle | Ahmed Saadaldin Shamsaldin Polla Fattah Tarik A. Rashid Nawzad K. Al-Salihi The Study of The Convolutional Neural Networks Applications UKH Journal of Science and Engineering convolutional neural networks natural language computer vision deep learning |
| title | The Study of The Convolutional Neural Networks Applications |
| title_full | The Study of The Convolutional Neural Networks Applications |
| title_fullStr | The Study of The Convolutional Neural Networks Applications |
| title_full_unstemmed | The Study of The Convolutional Neural Networks Applications |
| title_short | The Study of The Convolutional Neural Networks Applications |
| title_sort | study of the convolutional neural networks applications |
| topic | convolutional neural networks natural language computer vision deep learning |
| url | https://journals.ukh.edu.krd/index.php/ukhjse/article/view/167/144 |
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