isLouisHsu / isLouisHsu/isLouisHsu.github.io
YOLO! v1, v2, v3 | LOUIS' BLOG
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Description
https://louishsu.xyz/2019/09/01/YOLO-v1-v2-v3/
前言YOLO是You Only Look Once的简称,是one-stage检测算法,在2016年刚提出时风靡一时,现在看可能存在一些缺点,后续有许多one-stage检测算法都参考YOLO的思路,如SSD。目前位置,YOLO共发布了3代,论文链接在Reference中。 YOLOv1YOLO的一个关键点是,将目标检测作为回归任务,将分离的边界框回归和分类联合起来,可进行端到端的优化。 We
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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
The issue body contains a YOLO v1–v3 blog article and a reference link, but it names no repository file, test, or entry point. Clarify whether the requested work is to publish, edit, or otherwise update this content before starting; completion criteria are not specified.
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Assessment
- Tech stack
- machine-learning
- Domain
- content
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100