Structure of pre-train & fine-tune model. The legend explains the activation function and the network connection mode. (IMAGE)
Caption
For the fine-tuning strategy of transfer learning, the fine-tuned model can achieve better accuracy in the Z-class prediction of the target domain (coated material). However, the supervised training-based fine-tuning approach limits the application scenarios to those requiring a small amount of labeled data.
Credit
Liang-Wen Chen
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License
CC BY-NC