Fig. 4
From: StairNet: visual recognition of stairs for human–robot locomotion

Inference and development pipelines for our semi-supervised learning StairNet model [21] trained using labeled and unlabeled images. Unlike the aforementioned models, this model used large amounts of unlabeled data to minimize the number of required labelled images while still maintaining classification accuracy, therein improving training efficiency