We use an unbiased template construction algorithm to create a set of age-specific Chinese pediatric (CHN-PD) atlases based on high-quality T1- and T2-weighted MR images from 328 cognitively normal Chinese children aged 6 to 12 years. The CHN-PD brain atlases include asymmetric and symmetric templates, sex-specific templates and tissue probability templates, and contain multiple age-specific templates at one-year intervals. We expect this set of age-specific Chinese brain atlases is useful for the image registration and spatial statistics in Chinese pediatric studies.