Assignments and Supplemental Reading Materials
Explore supplemental reading materials and complete assignments that deepen your understanding of transfer learning techniques, including experiments with hyperparameters and pre-trained models like ResNet50, MobileNet, and AlexNet. This lesson builds your practical skills to enhance image classification projects.
We'll cover the following...
Now that you have built a project and completed the quiz, you are ready to move to the next step: exploring some supplemental reading materials and completing the provided assignments to gain a better understanding of the topics we discussed.
Supplemental reading materials
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A Survey on Deep Transfer Learning by Chuanqi Tan and others in 2018. This survey focuses on reviewing the research of transfer learning by using a deep neural network and its applications. The authors also defined deep transfer learning and reviewed the recent research based on the techniques used in ...