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 Transfer Learning for Images Using PyTorch Essential Training

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MensajeTema: Transfer Learning for Images Using PyTorch Essential Training   Transfer Learning for Images Using PyTorch Essential  Training EmptyMiér Oct 16, 2019 12:19 pm

Transfer Learning for Images Using PyTorch Essential  Training C95c2b015a70fe764eaec571f9700b8c
Transfer Learning for Images Using PyTorch: Essential Training
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 58m | 125 MB
Instructor: Jonathan Fernandes

After its debut in 2017, PyTorch quickly became the tool of choice for many deep learning researchers. In this course, Jonathan Fernandes shows you how to leverage this popular machine learning framework for a similarly buzzworthy technique: transfer learning. Using a hands-on approach, Jonathan explains the basics of transfer learning, which enables you to leverage the pretrained parameters of an existing deep-learning model for other tasks. He then shows how to implement transfer learning for images using PyTorch, including how to create a fixed feature extractor and freeze neural network layers. Plus, find out about using learning rates and differential learning rates.

Topics include:

What is transfer learning?
Using autograd
Creating a fixed feature extractor
Training an extractor
Fine-tuning the ConvNet
Learning rates and differential learning rates

Transfer Learning for Images Using PyTorch Essential  Training 0c31b6d6a32d1d8223a38ff49481ed92


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