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Neural Caption Generator

2019-09-09 | |  117 |   0 |   0

Neural Caption Generator with Attention

  • Tensorflow implementation of "Show, attend and Tell" http://arxiv.org/abs/1502.03044

  • Borrowed most of the idea from the author's source code https://github.com/kelvinxu/arctic-captions

Code

  • make_flickr_dataset.py: Extracts conv5_3 layer activations of VGG Network for flickr30k images, and save them in 'data/feats.npy'

  • model_tensorflow.py: Main codes

Usage

  • Download flickr30k Dataset.

  • Extract VGG conv5_3 features using make_flickr_dataset.py

  • Train: run train() in model_tensorflow.py

  • Test: run test() in model_tensorflow.py

attend.jpg

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