My work
This week, we are asked to create GAN generative content and explore more about GAN. I follow the collab instruction and create my first bigGAN video.
Firstly, I encountered this error. I searched on stack overflow and realized that the problem is the version of tf and tf hub is not correct.
I changed the setup code into:
I choose strawberry first!
frame number and noise seed setting:
Interpolation: For category A and category B, I chose violin and jeep.
Finally, I got the result!
My research
The first thing comes into my mind about GAN generative content is AI human face project. So I decided to research on GAN human face project
This is the AI-generated faces video that I found on YouTube. It looks really similar to what I got from collab. But to be honest, I did not fully understand how this algorithm works.
This is the Medium articles I found that explains GAN human faces generation.:
https://towardsdatascience.com/generate-realistic-human-face-using-gan-e6136876e67c
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