The Fundació La Nineta dels Ulls manages the collection of photographs of the eyes of patients with ocular pathologies that may present leukocoria as a symptom (retinoblastoma, congenital cataract or Coats disease). Many photographs are needed to be able to efficiently use machine learning and artificial intelligence tools. And as this pathology is a minority, it is very difficult to find images with these symptoms.