Each submission is three photographs of one defect in a contributor's home somewhere in Kled's global base: the whole room or wall, then closer, then the defect itself, with the issue type named (damp, crack, leak, peeling paint, broken tile). Close-up-only sets and unidentifiable issues do not get through review, and contributors are told not to create damage or include anything that identifies their address. Insurance and inspection models are trained on claims imagery that insurers do not license, and the open alternatives are small crack datasets; the wide-to-close structure here teaches a model to localize a defect in context rather than classify a crop.