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- Topic Introduction
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Classroom Contents
All Things VQGAN - Variational AutoEncoder and VQ-VAE with Codebook Explanations - Part 2
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- 1 - Topic Introduction
- 2 - Part 1/3 Recap
- 3 - Part 2/3 Content
- 4 - VAE Introduction
- 5 - Two issues with AutoEncoder
- 6 - Ho.w VAE solve both the problems
- 7 - VAE Summary
- 8 - Why do we need VQ-VAE?
- 9 - VQ-VAE Intro
- 10 - Understanding VQ-VAE
- 11 - Understanding Codebook in VQ
- 12 - How codebook is created?
- 13 - VQ-VAE Summary
- 14 - Features inside the Codebook
- 15 - VQ-VAE Summary complete
- 16 - GitHub Resources
- 17 - Recap and Conclusion
