Hallucinating Images With Deep Learning | Two Minute Papers #74

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During our journeys in deep learning, we have seen techniques that can summarize photographs in entire sentences that actually make sense. This time, we are going to turn this process around and ask a deep learning system to "hallucinate", i.e., generate images according to sentences that we add as an input. The results are nothing short of insane!

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The paper "Generative Adversarial Text to Image Synthesis" is available here:
http://arxiv.org/abs/1605.05396

Recommended for you:
Recurrent Neural Network Writes Sentences About Images - https://www.youtube.com/watch?v=e-WB4lfg30M
Deep Learning related Two Minute Papers episodes -
https://www.youtube.com/playlist?list=PLujxSBD-JXglGL3ERdDOhthD3jTlfudC2

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Tags:
two minute papers
Generative Adversarial Text to Image Synthesis
generative adversarial networks
neural network
deep neural network
deep learning
gan
neural network image synthesis
neural network hallucination
deep learning hallucination
machine learning hallucination
neural network paints images
deep learning paint images
deep learning images from words
adversarial text
adversarial image synthesis
deep learning image synthesis
deep hallucination