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Group inference and reporting of neuroimaging studies require that individual's features are spatially aligned into a common frame where their location can be called standard ( Brett et al., 2002 ). To that end, a multiplicity of brain templates with anatomical annotations (i.e. atlases) have been published ( Dickie et al., 2017 ). However, a centralized resource that allows programmatic access to templates is lacking. TemplateFlow is a modular, version-controlled resource that allows researchers to use templates "off-the-shelf" and share new ones.