What is Google Deep Dream? (Basic Theory) | Deep Dream Series #1
13.3 هزار بار بازدید -
4 سال پیش
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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/pytor...
✅ Original blog: https://ai.googleblog.com/2015/06/inc...
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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
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
💰 BECOME A PATREON OF THE AI EPIPHANY ❤️
If these videos, GitHub projects, and blogs help you,
consider helping me out by supporting me on Patreon!
The AI Epiphany ► Patreon: theaiepiphany
One-time donations: https://www.paypal.com/paypalme/theai...
Much love! ❤️
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💡 The AI Epiphany is a channel dedicated to simplifying the field of AI using creative visualizations and in general, a stronger focus on geometrical and visual intuition, rather than the algebraic and numerical "intuition".
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#deepdream #deeplearning #art #ai
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
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.
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
✅ DeepDream in PyTorch: https://github.com/gordicaleksa/pytor...
✅ Original blog: https://ai.googleblog.com/2015/06/inc...
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
⌚️ 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
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
💰 BECOME A PATREON OF THE AI EPIPHANY ❤️
If these videos, GitHub projects, and blogs help you,
consider helping me out by supporting me on Patreon!
The AI Epiphany ► Patreon: theaiepiphany
One-time donations: https://www.paypal.com/paypalme/theai...
Much love! ❤️
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
💡 The AI Epiphany is a channel dedicated to simplifying the field of AI using creative visualizations and in general, a stronger focus on geometrical and visual intuition, rather than the algebraic and numerical "intuition".
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
👋 CONNECT WITH ME ON SOCIAL
LinkedIn ► LinkedIn: aleksagordic
Twitter ► Twitter: gordic_aleksa
Instagram ► Instagram: aiepiphany
Facebook ► Facebook: aiepiphany
👨👩👧👦 JOIN OUR DISCORD COMMUNITY:
Discord ► Discord: discord
📢 SUBSCRIBE TO MY MONTHLY AI NEWSLETTER:
Substack ► https://aiepiphany.substack.com/
💻 FOLLOW ME ON GITHUB FOR COOL PROJECTS:
GitHub ► https://github.com/gordicaleksa
📚 FOLLOW ME ON MEDIUM:
Medium ► Medium: gordicaleksa
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
#deepdream #deeplearning #art #ai
4 سال پیش
در تاریخ 1399/04/30 منتشر شده
است.
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