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Adventures with Deep Generator Networks

Jason Yosinski · Anh Nguyen · Jeff Clune · Douglas K Bemis

Area 5 + 6 + 7 + 8


This demonstration shows a Deep Generator Network (DGN) running live and with its output images used as input for (and optimized for) a few different types of networks: AlexNet / Inception-v4, a Caption convnet, and a Visual Relationship model. Users can investigate properties of these networks by interactively generating their own images using combinations of a webcam to provide input images and keyboard to type captions and relationships, as described below.

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