isLouisHsu / isLouisHsu/isLouisHsu.github.io
SSD: Single Shot MultiBox Detector | LOUIS' BLOG
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Description
https://louishsu.xyz/2019/09/02/SSD-Single-Shot-MultiBox-Detector/
IntroductionSSD主要做了以下工作 设计了one-stage检测算法，比同样是one-stage的YOLOv1更快更准确，相比较Faster R-CNN等two-stage检测算法，在不降低准确率的情况下速度更快； 其核心是用小卷积核，对特征图进行卷积运算，通过一系列的固定回归框进行预测； 用不同尺度的特征图产生不同尺度的预测，并且明确指定多种纵横比； 可进行端到端训练，即使是低分辨
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
The issue points to the linked SSD article but names no repository file, test, or requested change. First clarify whether the article should be added, edited, or otherwise handled, then identify the relevant blog entry point; completion criteria cannot be determined from the payload.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- machine-learning
- Domain
- content
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100