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Introduction to Generative Adversarial Networks

Deep Learning Course 5 of 5 - Level: Advanced

Upsampling Code Demo with Neural Network APIs

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Upsampling Code Demo with Neural Network APIs

Now that we have a fundamental understanding of upsampling, we'll demo how we can implement and use upsampling in code across several neural network APIs. This will allow us to get a feel for working with upsampling in code to understand how its used when building a GAN.

The examples we'll demonstrate can be compared against the examples demonstrated in the interactive upsampling demo:

http://deeplizard.com/resource/pavq7noze5

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Now that we have a fundamental understanding of upsampling, we'll demo how we can implement and use upsampling in code across several neural network APIs. This will allow us to get a feel for working with upsampling in code to understand how its used when building a GAN. The examples we'll demonstrate can be compared against the examples demonstrated in the interactive upsampling demo: http://deeplizard.com/resource/pavq7noze5 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources 00:18 PyTorch upsampling examples 06:04 TensorFlow upsampling examples 14:27 Collective Intelligence and the DEEPLIZARD HIVEMIND 💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥 👋 Hey, we're Chris and Mandy, the creators of deeplizard! 👀 CHECK OUT OUR VLOG: 🔗 https://youtube.com/deeplizardvlog 💻 DOWNLOAD ACCESS TO CODE FILES 🤖 Available for members of the deeplizard hivemind: 🔗 https://deeplizard.com/resources ❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind: Tammy Zach Wimpee Jimmy Nguyen 👀 Follow deeplizard: Our vlog: https://youtube.com/deeplizardvlog Facebook: https://facebook.com/deeplizard Instagram: https://instagram.com/deeplizard Twitter: https://twitter.com/deeplizard Patreon: https://patreon.com/deeplizard YouTube: https://youtube.com/deeplizard 🎓 Deep Learning with deeplizard: Fundamental Concepts - https://deeplizard.com/learn/video/gZmobeGL0Yg Beginner Code - https://deeplizard.com/learn/video/RznKVRTFkBY Intermediate Code - https://deeplizard.com/learn/video/v5cngxo4mIg Advanced Deep RL - https://deeplizard.com/learn/video/nyjbcRQ-uQ8 🎓 Other Courses: Data Science - https://deeplizard.com/learn/video/d11chG7Z-xk Trading - https://deeplizard.com/learn/video/ZpfCK_uHL9Y 🛒 Check out products deeplizard recommends on Amazon: 🔗 https://amazon.com/shop/deeplizard 📕 Get a FREE 30-day Audible trial and 2 FREE audio books using deeplizard's link: 🔗 https://amzn.to/2yoqWRn 🎵 deeplizard uses music by Kevin MacLeod 🔗 https://youtube.com/channel/UCSZXFhRIx6b0dFX3xS8L1yQ 🔗 http://incompetech.com/ ❤️ Please use the knowledge gained from deeplizard content for good, not evil.

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