Training deep network models for accurate recognition of texts in scenes
The purpose of this report investigates and implement different state-of-the-art deep learning network models for the recognition of various text in scenes. Furthermore, fine-tuning of parameters and modifying of the model is conducted to investigate the effect and the changes to the accuracy.
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| 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/10356/157313 |
| _version_ | 1811681907171131392 |
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| author | Teo, Zhi Kai |
| author2 | Lu Shijian |
| author_facet | Lu Shijian Teo, Zhi Kai |
| author_sort | Teo, Zhi Kai |
| collection | NTU |
| description | The purpose of this report investigates and implement different state-of-the-art deep learning network models for the recognition of various text in scenes. Furthermore, fine-tuning of parameters and modifying of the model is conducted to investigate the effect and the changes to the accuracy. |
| first_indexed | 2024-10-01T03:48:24Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/157313 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:48:24Z |
| publishDate | 2022 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1573132022-05-13T07:23:55Z Training deep network models for accurate recognition of texts in scenes Teo, Zhi Kai Lu Shijian School of Computer Science and Engineering Shijian.Lu@ntu.edu.sg Engineering::Computer science and engineering The purpose of this report investigates and implement different state-of-the-art deep learning network models for the recognition of various text in scenes. Furthermore, fine-tuning of parameters and modifying of the model is conducted to investigate the effect and the changes to the accuracy. Bachelor of Engineering (Computer Science) 2022-05-13T07:23:55Z 2022-05-13T07:23:55Z 2022 Final Year Project (FYP) Teo, Z. K. (2022). Training deep network models for accurate recognition of texts in scenes. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157313 https://hdl.handle.net/10356/157313 en application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Computer science and engineering Teo, Zhi Kai Training deep network models for accurate recognition of texts in scenes |
| title | Training deep network models for accurate recognition of texts in scenes |
| title_full | Training deep network models for accurate recognition of texts in scenes |
| title_fullStr | Training deep network models for accurate recognition of texts in scenes |
| title_full_unstemmed | Training deep network models for accurate recognition of texts in scenes |
| title_short | Training deep network models for accurate recognition of texts in scenes |
| title_sort | training deep network models for accurate recognition of texts in scenes |
| topic | Engineering::Computer science and engineering |
| url | https://hdl.handle.net/10356/157313 |
| work_keys_str_mv | AT teozhikai trainingdeepnetworkmodelsforaccuraterecognitionoftextsinscenes |