Using SVM on pretrained ResNet-50 features improved test accuracy and erythroblast precision over a fine-tuned ResNet-50 when only 1% of the blood smear dataset was used for training.
Diagnostics12(11), 2815 (Nov 2022), Classifier Enhanced DL Model for Erythroblast Diff
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Classifier Enhanced Deep Learning Model for Erythroblast Differentiation with Limited Data
Using SVM on pretrained ResNet-50 features improved test accuracy and erythroblast precision over a fine-tuned ResNet-50 when only 1% of the blood smear dataset was used for training.