Hybrid Task Cascade for Instance Segmentation

CVPR, pp. 4974-4983, 2019.

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We propose Hybrid Task Cascade, a new cascade architecture for instance segmentation

Abstract:

Cascade is a classic yet powerful architecture that has boosted performance on various tasks. However, how to introduce cascade to instance segmentation remains an open question. A simple combination of Cascade R-CNN and Mask R-CNN only brings limited gain. In exploring a more effective approach, we find that the key to a successful insta...More

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