Look into RNNs to use the captions

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Look in
https://colab.research.google.com/drive/1otEjlYXUO8QAQq3D_4ClHUWbUOUWaPB5#scrollTo=zePRTbescqRH

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https://medium.com/@spandey8312/text-classification-using-custom-data-and-pytorch-d88ba1087045