Image classification transfer learning workflow

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Image classification transfer learning workflow

1. download dataset
2. create DataBunch
3. see your data
4. create CNN with pretrained model
5. fit the model with one-cycle-learning
6. see how your model doing
7. tweak and improve the workflow above
    * choose the appropriate epochs number
    * training the full model with appropriate learning rate
    * use more layers
    * data augmentation

目录 fastai DL workflow #63