From PaddlePaddle Beginner to Alchemist: Part 9 — Transfer Learning
2019-01-17
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PaddlePaddle
From PaddlePaddle Basics to Advanced Model Training
Paddle Paddle
Transfer Learning
Deep Learning
Image Classification
Residual Neural Network
Thank you for sharing this detailed and comprehensive tutorial. Using pre-trained models can indeed significantly improve the model's performance and convergence speed, especially when the amount of data is small. Below, I will optimize and supplement the explanation based on your code and provide some suggestions. ### Code Optimization 1. **Error handling when loading and saving models**: Add error handling for file operation errors. 2. **Using `paddle.static` API**: It is recommended to use PaddlePaddle's static graph API because it is more...
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