DASNet: Reducing Pixel-level Annotations for Instance and Semantic Segmentation

17 Sep 2018Chuang NiuShenghan RenJimin Liang

Pixel-level annotation demands expensive human efforts and limits the performance of deep networks that usually benefits from more such training data. In this work we aim to achieve high quality instance and semantic segmentation results over a small set of pixel-level mask annotations and a large set of box annotations... (read more)

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