1st Place Solution of LVIS Challenge 2020: A Good Box is not a Guarantee of a Good Mask

Jingru Tan
Jingru Tan
Gang Zhang
Gang Zhang
Hanming Deng
Hanming Deng
Changbao Wang
Changbao Wang
Lewei Lu
Lewei Lu
Quanquan Li
Quanquan Li
Cited by: 0|Bibtex|Views24
Other Links: arxiv.org

Abstract:

This article introduces the solutions of the team lvisTraveler for LVIS Challenge 2020. In this work, two characteristics of LVIS dataset are mainly considered: the long-tailed distribution and high quality instance segmentation mask. We adopt a two-stage training pipeline. In the first stage, we incorporate EQL and self-training to lea...More

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