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FAIRsharing is a registry of standards, including deposition databases and data repositories. The collection gathered by Euro-BioImaging contains a list of public databases with bioimaging data sets.
has Ground truth
Some have ground truth available, such as the Broad Bioimage Benchmark Collection (BBBC, https://doi.org/10.25504/FAIRsharing.j766zb, https://data.broadinstitute.org/bbbc).
has imaging details