https://github.com/ajaysub110/a-neural-compositional-paradigm-for-image-captioning
Implementation of 'A Neural Compositional Paradigm for Image Captioning' by B. Dai, S.Fidler, D. Lin
https://github.com/ajaysub110/a-neural-compositional-paradigm-for-image-captioning
computer-vision deep-learning image-captioning natural-language-processing paper-implementations
Last synced: 2 months ago
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Implementation of 'A Neural Compositional Paradigm for Image Captioning' by B. Dai, S.Fidler, D. Lin
- Host: GitHub
- URL: https://github.com/ajaysub110/a-neural-compositional-paradigm-for-image-captioning
- Owner: ajaysub110
- Created: 2019-01-25T18:05:28.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-03-15T05:11:17.000Z (over 6 years ago)
- Last Synced: 2024-11-12T20:22:40.710Z (11 months ago)
- Topics: computer-vision, deep-learning, image-captioning, natural-language-processing, paper-implementations
- Language: Python
- Homepage:
- Size: 21.5 KB
- Stars: 12
- Watchers: 4
- Forks: 3
- Open Issues: 2
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Metadata Files:
- Readme: README.md
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README
# A Neural Compositional Paradigm for Image Captioning
PyTorch implementation of 'A Neural Compositional Paradigm for Image Captioning' by B. Dai, S. Fidler, D. Lin, published at NeurIPS 2018. [[Link](https://arxiv.org/abs/1810.09630)]
## Checklist
### Model Architecture
- [x] ResNet-152 for NP extraction
- [x] Attention unit
- [x] Two Level LSTM
- [x] Connecting Module
- [x] Evaluation Module
**TODO**: Implement the data preprocessing and preparation as done in the paper