TensorFlow Tutorial 11 - Transfer Learning, Fine Tuning and TensorFlow Hub
In this video I show you examples of how to perform transfer learning in various ways, either having trained a model yourself, using keras.applications or the TensorFlow hub. I also show how you can then pick out specific chunks of the pretrained models and remove specific layers, and then how you could freeze those layers, add layers on top and perform fine tuning.
Download TensorFlow Hub (w. pip it's pip install tensorflow-hub):
https://anaconda.org/conda-forge/tensorflow-hub
I learned a lot and was inspired to make these TensorFlow videos by the TensorFlow Specialization on Coursera. Below you'll find both affiliate and non-affiliate links, the pricing for you is the same but a small commission goes back to the channel if you buy it through the affiliate link.
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non-affiliate: https://bit.ly/3kZgN5B
GitHub Repository:
https://github.com/aladdinpersson/Machine-Learning-Collection
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TensorFlow Playlist:
https://www.youtube.com/playlist?list=PLhhyoLH6IjfxVOdVC1P1L5z5azs0XjMsb
Видео TensorFlow Tutorial 11 - Transfer Learning, Fine Tuning and TensorFlow Hub канала Aladdin Persson
Download TensorFlow Hub (w. pip it's pip install tensorflow-hub):
https://anaconda.org/conda-forge/tensorflow-hub
I learned a lot and was inspired to make these TensorFlow videos by the TensorFlow Specialization on Coursera. Below you'll find both affiliate and non-affiliate links, the pricing for you is the same but a small commission goes back to the channel if you buy it through the affiliate link.
affiliate: https://bit.ly/3t3tgI5
non-affiliate: https://bit.ly/3kZgN5B
GitHub Repository:
https://github.com/aladdinpersson/Machine-Learning-Collection
✅ Equipment I use and recommend:
https://www.amazon.com/shop/aladdinpersson
❤️ Become a Channel Member:
https://www.youtube.com/channel/UCkzW5JSFwvKRjXABI-UTAkQ/join
✅ One-Time Donations:
Paypal: https://bit.ly/3buoRYH
Ethereum: 0xc84008f43d2E0bC01d925CC35915CdE92c2e99dc
▶️ You Can Connect with me on:
Twitter - https://twitter.com/aladdinpersson
LinkedIn - https://www.linkedin.com/in/aladdin-persson-a95384153/
GitHub - https://github.com/aladdinpersson
TensorFlow Playlist:
https://www.youtube.com/playlist?list=PLhhyoLH6IjfxVOdVC1P1L5z5azs0XjMsb
Видео TensorFlow Tutorial 11 - Transfer Learning, Fine Tuning and TensorFlow Hub канала Aladdin Persson
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