GuessWhat?! Visual Object Discovery through Multi-modal Dialogue

@article{Vries2017GuessWhatVO,
  title={GuessWhat?! Visual Object Discovery through Multi-modal Dialogue},
  author={Harm de Vries and Florian Strub and A. P. Sarath Chandar and Olivier Pietquin and Hugo Larochelle and Aaron C. Courville},
  journal={2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2017},
  pages={4466-4475}
}
We introduce GuessWhat?!, a two-player guessing game as a testbed for research on the interplay of computer vision and dialogue systems. The goal of the game is to locate an unknown object in a rich image scene by asking a sequence of questions. Higher-level image understanding, like spatial reasoning and language grounding, is required to solve the proposed task. Our key contribution is the collection of a large-scale dataset consisting of 150K human-played games with a total of 800K visual… CONTINUE READING
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