perphyyoung / image2vec

Generate vector of image for similarity between images.

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image2vec

1g_sorted.py

  • f8k, f30k
  • environment: python2
  • description: sort the captions and token

2g_pair.py

  • f8k, f30k
  • python3
  • pairs of images and captions

3g_pkl.py

  • common
  • python2
  • Generate the pickle file of 1b_corpus dataset

4g_model.py

  • common
  • python2
  • Generate word2vec model of 1b_corpus

5g_filtered_pair.py

  • f8k, f30k
  • python2
  • Generate filtered pair of file name and vector

6g_image_pair.py

  • f8k, f30k
  • python2
  • Generate pair of image data and caption

7cnn.py

  • f8k, f30k
  • python2
  • train the model with cnn

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Generate vector of image for similarity between images.

License:MIT License


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