AI-Accelerated Product Development
Quick tips to tune your GANs
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Help you get started in developing and tuning GANs which generate high-resolution artwork
Potential Use Cases
image generation of high-resolution artwork
Who is This For ?
Python developers with some experience with Deep Neural Nets and want to try their hands at generating artwork
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1. GAN - Ways to improve GAN performance
What are the common ways to tune GANs?
2. A couple of good ways to deal with limited datasets....
What happens when I don't have enough data?
3. Use DeepSpeed
What are the ways that I can parallelize and speed up my GANs' training?
4. Use Dilations on your Discriminator to increase the receptive field size of your convolutional filters.
What does increasing the dilation of your convolutional filters do?