My Final project for the Creative Applications of Deep Learning with Google's Tensorflow | Parag K. Mital | Kadenze, Inc.
This is my open-ended final project.
After earning my certificate, I wrote on medium a summary of what I did. I entitled it Using Deep Learning DC-GAN to add featured effect on anything (Using DC-GAN you can wear eyeglasses or hats to people on an image and more …).
Please take a look (4 min read) and share if you find it interesting.
It is a complementary explanation step of this job.
Thanks !
You could find below a recent published research paper close to the subject (09 Fev 2017), from the University of Electronic Science and Technology of China (UESTC). [Coincidently, at the same time where I wrote mine].
Apart for Mouth slightly open vector where the mouths are not always slightly opened but reduced when highly opened, they succeeded very well with eyeglasses and hairs vectors.
- ATTRIBUTE-CONTROLLED FACE PHOTO SYNTHESIS FROM SIMPLE LINE DRAWING | Qi Guo Ce Zhu Zhiqiang Xia Zhengtao Wang Yipeng Liu Download here
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- A post of Julien Despois Latent space visualization — Deep Learning bits #2
He shows how visualize the latent space where arithmetics are done. Could help see how things works in this space.