표 5. | Table 5. 파인튜닝, 특징추출 비교 | Fine-tunning vs Feature Extraction

Feature Fine-tuning Feature Extraction
Model Size May require a larger model Can use a relatively smaller model
Generalization Task-specific model Generalizable features can be extracted
Resource Requirements High computation and memory requirements Lower computation and memory requirements
Lower computation and memory requirements When ample labeled data is available For small datasets or tasks with limited labels