Kinship verification is the task of determining whether a parent-child, sibling, or grandparent-grandchild relationship exists between two people and is important in social media applications, forensic investigations, finding missing children, and reuniting families. We demonstrate high quality kinship verification by participating in the 2021 Recognizing Families in the Wild challenge which provides the largest publicly available dataset in the field. Our approach is among the top 3 winning entries in the competition. We ensemble models written by both human experts and OpenAI Codex. We make our models and code publicly available.
翻译:亲子关系、兄弟姐妹关系或祖父母-孙子关系是否存在于两个人之间,在社交媒体应用、法医调查、寻找失踪儿童以及家庭团聚中都很重要。我们通过参加2021年确认家庭在野外挑战中的确认家庭,展示出高质量的亲子关系核查,这为该领域提供了最大的公开数据集。我们的方法在竞赛中名列前三位。我们共同制作了由人类专家和OpenAI Codex共同制作的模型。我们公开了我们的模型和代码。