Using computer vision to model infants and animals can provide valuable insights into their behavior, development, and well-being, and can help cultivate a safer society and environment. In the spirit of promoting scientific progress and transparency, and driving technological advancements to improve society, we are sharing a repository of datasets featuring images of infants and animals. We hope that they will foster new research directions and collaborations in these important areas.