Deep Learning, Artificial Intelligence, Semantic Segmentation, Weakly Supervised, Semi Supervised Learning.
(Mixed Strong and Weak Annotations) Semi-Supervised Method With mixed strong and weak annotations, it is a semi-supervised situation. In SGD training of deep CNN models, each mini-batch has a fixed proportion of strongly/weakly annotated images, and the proposed EM algorithm is used for estimating