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unsuperpoint's Introduction

UnsuperPoint_PyTorch

A pytorch version about unsuper point

致谢

论文:https://arxiv.org/abs/1907.04011

@RPFey实现:https://github.com/RPFey/UnsuperPoint (基本功能都完备了)

说明

代码实现的是UnsuperPoint的pytorch版本,参考之前@RPFey的实现,修改了一部分不能训练成功的地方,在slam数据集中实际测试可以达到orb的效果。 代码中的实现和论文的内容不完全一致,论文使用描述子各个bit的相关系数来监督描述子的表达能力,代码直接使用不同位置描述子的特异性来监督。

更多的验证数据集和验证方法,请自行增加。更合理,高精度的方法请自行修改

复现笔记

有道云:http://note.youdao.com/s/IQBrgPio

unsuperpoint's People

Contributors

791136190 avatar hihi313 avatar

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