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Word2Image

Deep Convolution Generative Adversarial Networks

Original Source : dcgan.torch

DataSet

Dataset is street snap images(128x128).

Generative Image

This network is generate images of 128x128 pixels.
These are generated images by DCGAN.

images

Word2Vec

Use Pre-trained Model : GoogleNews-vectors-negative300

Integration

  • translator(Ko => En) -> Word2Vec(Pre-trained model)
    • similarity(input_text, gender_words, category_words)
      • Find Best Match Image => Generate Image.
    • Image Analysis(Gender, Category)
  • DCGAN -> Discriminator Model(Good / Bad)

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