Reviews: The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers

The dataset contains tens of thousands of 64x64 pixel images of cells. Each image shows cells labelled with a fluorescent protein. In total, seven different fluorescent proteins were employed. The authors consider the image analysis task of classifying images w.r.t.