How does DALL-E 2 actually work?

Published: 15 April 2022
on channel: AssemblyAI

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DALL-E 2 has arrived in the AI world with a bang. It is one of the best generative models we have seen to date. But how does this magical model work? In this video, we will take a look into the architecture of DALL-E 2, to understand the working principles.

00:00 Overview
00:34 What can DALL-E 2 do?
00:55 Architecture overview
01:27 CLIP embeddings
03:05 The prior
04:24 Why do we need the prior?
05:20 The decoder
06:13 How are variations created?
06:56 Model evaluation
07:36 Limitations and risks of DALL-E 2
09:21 Benefits of DALL-E 2
10:00 A question for you!

Example images are from DALL-E 2 announcement blog post (https://openai.com/dall-e-2/) and the DALL-E 2 paper (https://cdn.openai.com/papers/dall-e-...)

The analysis of DALL-E 2 limitations and risks - https://github.com/openai/dalle-2-pre...

Would you like to read this information instead? Check out the blog post on DALL-E 2 👇
https://www.assemblyai.com/blog/how-d...

Get your Free Token for AssemblyAI Speech-To-Text API 👇https://www.assemblyai.com/?utm_sourc...

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