Table 3.

The specific operation of integrating TL into CNN structure.

Layer	Name	Freeze weights	Fine-tune weights	New task output
Pre-training model layer	Convolutional	Yes	No	No
Pre-training model layer	Pooling	Yes	No	No
Newly added layer	Fully Connected	No	Yes	Yes
Newly added layer	Softmax	No	Yes	Yes