Small sample learning data set

Dataset download address

pascal 5i Namely pascal voc 2012 Enhanced version of

coco 20i Urge me to do more

pascal voc 2012 Enhanced version of ：

SegmentationClassAug.zip download download_cobbwho The blog of -CSDN Blog _segmentationclassaug.zip

dataset for semantic sgementation , Image segmentation task VOC Of augment dataset Where on earth ？_Hi_AI The blog of -CSDN Blog

Xiangyi 1996/PPNet-PyTorch (github.com)

Data problems ：

Put the image represention There are many ways to maximize your potential , And this directly leads to few-shot learning A hundred flowers bloom . For example, meta learning methods , From the beginning of training target This is a problem , But these meta learning methods ignore an important problem ： The distribution of training source data is different from that of target data , This directly leads to the failure of the assumption that the tasks of meta learning are identically distributed , This is one of the important reasons for the poor effect of meta learning .