How does DALL-E 2 actually work?
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...
▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬▬
🖥️ Website: https://www.assemblyai.com
🐦 Twitter: / assemblyai
🦾 Discord: / discord
▶️ Subscribe: https://www.youtube.com/c/AssemblyAI?...
🔥 We're hiring! Check our open roles: https://www.assemblyai.com/careers
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
#MachineLearning #DeepLearning
