Difference between revisions of "Data Annotation"
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# the following plot is that, if each image has a certain number of annotations (x axis), | # the following plot is that, if each image has a certain number of annotations (x axis), | ||
how many images can be inferred a true bounding box. | how many images can be inferred a true bounding box. | ||
| − | + | [[image:valid_img_ratio_with_respect_to_num_of_annotation.png|400px]] | |
| − | + | By the plot, we suggest using 6 annotations for each image to label. | |
Revision as of 19:57, 4 January 2009
- Bounding box of ImageNet images
Annotation file format: Img_W Img_H xmin xmax ymin ymax
- Problems of Current Approach
- some images are too large
- the "null" string in result should be replaced by -1 -1 -1 -1
- the following plot is that, if each image has a certain number of annotations (x axis),
how many images can be inferred a true bounding box.
By the plot, we suggest using 6 annotations for each image to label.
