What is Google Deep Dream? (Basic Theory) | Deep Dream Series #1

Описание

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Learn the basic theory behind the Deep Dream algorithm.

You'll learn about:
✔️ What Google Deep Dream is and how it all began
✔️Impacts of shallower/deeper layers on the final result
✔️Basic concepts: gradient ascent, image pyramids, etc.

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✅ DeepDream in PyTorch: https://github.com/gordicaleksa/pytorch-deepdream
✅ Original blog: https://ai.googleblog.com/2015/06/inceptionism-going-deeper-into-neural.html
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⌚️ Timetable:
1:10 - How it all started in 2015
3:30 - Simple explanation of how it works
4:30 - Impact of using shallow layers
5:30 - Dataset matters (ImageNet vs Places 365)
6:10 - More details on how it works

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