Reducing the Annotation Effort for Video Object Segmentation Datasets

no code implementations • 2 Nov 2020 • Paul Voigtlaender, Lishu Luo, Chun Yuan, Yong Jiang, Bastian Leibe

We use a deep convolutional network to automatically create pseudo-labels on a pixel level from much cheaper bounding box annotations and investigate how far such pseudo-labels can carry us for training state-of-the-art VOS approaches.

Object Semantic Segmentation +2