High-Res Image Synthesis - Merging Transformer Power with CNN Efficiency

Read my article: https://pub.towardsai.net/combining-the-transformers-expressivity-with-the-cnns-efficiency-for-high-resolution-image-synthesis-31c6767547da
Tl;DR: They combined the efficiency of GANs and convolutional approaches with the expressivity of transformers to produce a powerful and time-efficient method for semantically-guided high-quality image synthesis.

If this sounds like another language to you, this video was made for you!

References:
Taming Transformers for High-Resolution Image Synthesis, Esser et al., 2020
►Project link with paper and results: https://compvis.github.io/taming-transformers/

►Code: https://github.com/CompVis/taming-transformers
►Colab demo to start sampling right away: https://colab.research.google.com/github/CompVis/taming-transformers/blob/master/scripts/taming-transformers.ipynb

Follow me for more AI content:
►Instagram: https://www.instagram.com/whats_ai/
►LinkedIn: https://www.linkedin.com/in/whats-ai/
►Twitter: https://twitter.com/Whats_AI
►Facebook: https://www.facebook.com/whats.artificial.intelligence/
►Medium: https://medium.com/@whats_ai

Join Our Discord channel, Learn AI Together:
►https://discord.gg/learnaitogether

The best courses in AI & Guide+Repository on how to start:
►https://www.omologapps.com/whats-ai
►https://medium.com/towards-artificial-intelligence/start-machine-learning-in-2020-become-an-expert-from-nothing-for-free-f31587630cf7
►https://github.com/louisfb01/start-machine-learning-in-2020

Become a member of the YouTube community and support my work:
https://www.youtube.com/channel/UCUzGQrN-lyyc0BWTYoJM_Sg/join

Chapters:
0:00 Hey! Tap the Thumbs Up button and Subscribe. You'll learn a lot of cool stuff, I promise.
0:37 Image-GPT
1:44 Transformers and image generation?
2:38 GANs + Transformers for image synthesis- the paper.
5:39 Available pre-trained model and demo
6:16 Conclusion

#Transformers #artificialintelligence #GANs

Видео High-Res Image Synthesis - Merging Transformer Power with CNN Efficiency канала What's AI by Louis-François Bouchard