isLouisHsu / isLouisHsu/isLouisHsu.github.io
NMS & soft-NMS | LOUIS' BLOG
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Description
https://louishsu.xyz/2019/05/26/NMS-softer-NMS/
前言在目标检测中，若多个回归框(Bounding Box)重叠内容较多，则可以保留其中几个，删除其余冗余的框，非极大值抑制(Non-Maximum Suppression, NMS)算法可实现该功能。 那么用什么指标评价两个回归框重叠过多呢，以下介绍图像的交并比IoU(Intersection over Union)。 IoU原理IoU的思路非常简单，即计算两个回归框交集部分面积与并集面积的比值，
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reading the linked NMS and soft-NMS article and the Chinese text in the issue body. The issue does not identify a file, requested change, or acceptance criteria, so the scope and definition of done need clarification before work can begin.
Written by the indexing model from the issue text.
Assessment
- Domain
- content, documentation
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100