Lesson 25: Deep Learning Foundations to Stable Diffusion
(All lesson resources are available at http://course.fast.ai.) In this final lesson of the series, Johno begins by showing us how we can convert sounds into pictures, and then take advantage of what we've learned in this course to generate audio! He builds and demonstrates a very effective bird-song generator using this approach.
Then Jeremy wraps up "Stable diffusion from scratch" by showing how to use the latents in a variational encoder as the "pixels" in a regular diffusion model. He also describes an intriguing new idea for students to follow up: what if you use latents for other purposes, such as a classification model? Perhaps this would open up a whole world of possibilities, such as latents-FID, latents-perceptual-loss, and new approaches to diffusion guidance!
Видео Lesson 25: Deep Learning Foundations to Stable Diffusion канала Jeremy Howard
Then Jeremy wraps up "Stable diffusion from scratch" by showing how to use the latents in a variational encoder as the "pixels" in a regular diffusion model. He also describes an intriguing new idea for students to follow up: what if you use latents for other purposes, such as a classification model? Perhaps this would open up a whole world of possibilities, such as latents-FID, latents-perceptual-loss, and new approaches to diffusion guidance!
Видео Lesson 25: Deep Learning Foundations to Stable Diffusion канала Jeremy Howard
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
![A Hackers' Guide to Language Models](https://i.ytimg.com/vi/jkrNMKz9pWU/default.jpg)
![Jeremy Howard on ABC Weekend Breakfast](https://i.ytimg.com/vi/AbBZEULuCwc/default.jpg)
![Jeremy Howard and Joshua Browder discuss AI & Jobs with Piers Morgan](https://i.ytimg.com/vi/GxcLDDJVBBg/default.jpg)
![Jeremy Howard demo for Mojo launch](https://i.ytimg.com/vi/6GvB5lZJqcE/default.jpg)
![Lesson 13: Deep Learning Foundations to Stable Diffusion](https://i.ytimg.com/vi/vGdB4eI4KBs/default.jpg)
![Lesson 14: Deep Learning Foundations to Stable Diffusion](https://i.ytimg.com/vi/veqj0DsZSXU/default.jpg)
![Lesson 17: Deep Learning Foundations to Stable Diffusion](https://i.ytimg.com/vi/vGsc_NbU7xc/default.jpg)
![Lesson 12: Deep Learning Foundations to Stable Diffusion](https://i.ytimg.com/vi/_xIzPbCgutY/default.jpg)
![Lesson 15: Deep Learning Foundations to Stable Diffusion](https://i.ytimg.com/vi/0Hi2r4CaHvk/default.jpg)
![Lesson 23: Deep Learning Foundations to Stable Diffusion](https://i.ytimg.com/vi/z1In7QaG0fg/default.jpg)
![Lesson 18: Deep Learning Foundations to Stable Diffusion](https://i.ytimg.com/vi/nlVOG2Nzc3k/default.jpg)
![Lesson 19: Deep Learning Foundations to Stable Diffusion](https://i.ytimg.com/vi/ItyO8s48zdc/default.jpg)
![Lesson 16: Deep Learning Foundations to Stable Diffusion](https://i.ytimg.com/vi/9YZaYjRKuEc/default.jpg)
![Lesson 24: Deep Learning Foundations to Stable Diffusion](https://i.ytimg.com/vi/DH5bp6zTPB4/default.jpg)
![Tanishq Mathew Abraham - Their Life and Work Eps 1](https://i.ytimg.com/vi/jNIPiNrl9Jo/default.jpg)
![Lesson 9B - the math of diffusion](https://i.ytimg.com/vi/mYpjmM7O-30/default.jpg)
![Lesson 10: Deep Learning Foundations to Stable Diffusion, 2022](https://i.ytimg.com/vi/6StU6UtZEbU/default.jpg)
![Lesson 9: Deep Learning Foundations to Stable Diffusion, 2022](https://i.ytimg.com/vi/_7rMfsA24Ls/default.jpg)
![Lesson 9A 2022 - Stable Diffusion deep dive](https://i.ytimg.com/vi/0_BBRNYInx8/default.jpg)
![Fast.ai APL study session 17](https://i.ytimg.com/vi/nNQg3BYu228/default.jpg)