Anchor pruning for object detection

作者：

Highlights：

• Novel pruning method for object detection models: anchor pruning.

• Remove redundant anchors through simple yet effective search algorithm.

• Introduction ‘Overanchorized’ models that can eliminate anchor hyperparameters.

摘要

•Novel pruning method for object detection models: anchor pruning.•Remove redundant anchors through simple yet effective search algorithm.•Introduction ‘Overanchorized’ models that can eliminate anchor hyperparameters.

论文关键词：Object detection,Pruning,Real time

论文评审过程：Received 19 July 2021, Revised 25 February 2022, Accepted 10 May 2022, Available online 20 May 2022, Version of Record 3 June 2022.

论文官网地址：https://doi.org/10.1016/j.cviu.2022.103445