Deep learning with constrained data resource
This report provides a solution to solve the few samples learning (FSL) problems. The method can achieve a better accuracy compared to simple full-supervised learning methods, especially the problem becomes to a one-shotting problem.
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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2022
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| Online Access: | https://hdl.handle.net/10356/158293 |
| _version_ | 1811697455156166656 |
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| author | Mao, Jiangtian |
| author2 | Xie Lihua |
| author_facet | Xie Lihua Mao, Jiangtian |
| author_sort | Mao, Jiangtian |
| collection | NTU |
| description | This report provides a solution to solve the few samples learning (FSL) problems. The
method can achieve a better accuracy compared to simple full-supervised learning
methods, especially the problem becomes to a one-shotting problem. |
| first_indexed | 2024-10-01T07:55:32Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/158293 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T07:55:32Z |
| publishDate | 2022 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1582932023-07-07T18:55:23Z Deep learning with constrained data resource Mao, Jiangtian Xie Lihua School of Electrical and Electronic Engineering ELHXIE@ntu.edu.sg Engineering::Electrical and electronic engineering This report provides a solution to solve the few samples learning (FSL) problems. The method can achieve a better accuracy compared to simple full-supervised learning methods, especially the problem becomes to a one-shotting problem. Bachelor of Engineering (Electrical and Electronic Engineering) 2022-05-31T07:55:20Z 2022-05-31T07:55:20Z 2022 Final Year Project (FYP) Mao, J. (2022). Deep learning with constrained data resource. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/158293 https://hdl.handle.net/10356/158293 en application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Electrical and electronic engineering Mao, Jiangtian Deep learning with constrained data resource |
| title | Deep learning with constrained data resource |
| title_full | Deep learning with constrained data resource |
| title_fullStr | Deep learning with constrained data resource |
| title_full_unstemmed | Deep learning with constrained data resource |
| title_short | Deep learning with constrained data resource |
| title_sort | deep learning with constrained data resource |
| topic | Engineering::Electrical and electronic engineering |
| url | https://hdl.handle.net/10356/158293 |
| work_keys_str_mv | AT maojiangtian deeplearningwithconstraineddataresource |