CSAILVision / CSAILVision/LabelMeAnnotationTool
Verification mode
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描述
Hi,
We are working on a verification mode for LabelMe - please comment - in particular on the interpretation of the verified-element in the Label XML-format. Is there an XSD available?
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When dealing with object recognition/classification, a way to fast and easily verify object classifications is often desirable.
A mode (‘v’) will be added to LabelMe in which it is possible to verify whether a given object is correctly classified or not.

When mode=v:
The objects in the annotation will be examined one after the other. The object in question (e.g. a car) will be framed by a polygon on the canvas. Instead of the object list, a verification tool will be presented on the right.
The verification tool will show an image example of what the classified class looks like (e.g. an image of a car) and a description of how the given class should be labelled. It will then be possible to verify, skip or reject the classification by using three buttons - or keyboard shortcuts. Upon each action, the verification tool proceeds to the next object (or image).
A new folder will be added (in addition to Images and Annotations): Classes
The Classes folder will contain example images and corresponding descriptions (HTML-snippets wrapped in XML) - e.g.:
Classes/car.jpg
Classes/car.xml
Classes/bike.jpg
Classes/bike.xml
The verification tool will exploit the existing verified-element in the XML-format, with values:
0 = not-examined
1 = verified
2 = rejected
3 = skipped (examined, but neither verified nor rejected).
贡献指南
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调研方向
首先检查现有的 annotation XML 处理方式和当前的 annotation UI 入口;该 issue 没有列出文件或测试。明确 verified 元素的语义以及是否存在 XSD,然后在实现之前定义 mode=v 工作流、Classes/car.* 布局和完成检查。
由索引模型根据 Issue 内容生成。
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