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ryankiros/neural-storyteller

A recurrent neural network that generates novel-style stories describing input images by combining skip-thought vectors, visual-semantic embeddings, and style shifting.

neural-storyteller
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The system takes an image as input and generates a coherent short story by combining image-sentence embeddings with a conditional neural language model. It leverages skip-thought vectors for semantic text understanding and applies a style-shifting operation inspired by neural style transfer to convert standard image captions into the style of novel narratives. The model was trained on Microsoft COCO captions without additional story-image paired data.

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