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(transfer learning and fine tuning)

2022-05-14 14:00:29Zheng Jianyu JY

The migration study : With the help of the pre training model , Generalize to our own model
Lifting chestnuts VGG16 The Internet , stay ImageNet I've been trained in English , It's a pre training model , Yes 1000 A classification
1、 When our data set is small , Only modify the last layer and the whole connection layer , Freeze the structure and weight of all remaining layers ;
2、 When our data set is large , Modify all full connection layers , Freeze the structure and weight of all remaining convolutions ;
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