Automated classification of polyps using deep learning architectures and few-shot learning

BMC Medical Imaging

Table 8 Effect on the specular highlight grafting augmentation during pretraining of the encoder with the DTD data set

Model	finetuning	highlight grafting	Acc	Pre	Rec	F1
DTD	Y	N	80.44	80.51	80.44	80.3
	Y	Y	81.34	81.52	81.34	81.0
	N	N	65.81	63.86	65.81	64.7
	N	Y	68.61	71.92	68.61	70.1

The average performance on 100 random train/test splits is reported. Bold values are indicating the highest value of a column

ISSN: 1471-2342