Evaluations of training paradigms in neural image captioning
This project presents an implementation of 2 neural image captioning model which shall achieve results comparable to state of the art models. The 2 models are composed of different training paradigm, cross entropy training or self-critical training: • Model-1: Bottom-up attention with Self-Critical...
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| Format: | Final Year Project |
| Language: | English |
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Nanyang Technological University
2019
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| Online Access: | https://hdl.handle.net/10356/136508 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | This project presents an implementation of 2 neural image captioning model which shall achieve results comparable to state of the art models. The 2 models are composed of different training paradigm, cross entropy training or self-critical training: • Model-1: Bottom-up attention with Self-Critical Training • Model-2: Bottom-up attention with cross entropy Training There will be a comparison and evaluation of the results against each model and related neural image captioning models to determine the best performing model. |
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