ai-annotate-rectangles
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ai-annotate-rectangles
is a tool to generate rectangle annotations from your text prompt.
Usage
Provide a text prompt that describes the objects you want to annotate. The tool will generate rectangle annotations based on it.
labelmetk ai-annotate-rectangles [OPTIONS] FILE_OR_DIR
-
--model
: Backend model. (yoloworld: GPLv3) (Default:yoloworld
) -
--texts
: Name objects to annotate suchdog
,animal
, or evenanything
. You can specify multiple names separated by comma (e.g.,--texts dog,cat
). -
--iou-threshold
: Threshold to remove overlapping annotations. The lower value means less annotations in the final result. The range is from 0 to 1. (Default:0.5
) -
--score-threshold
: Threshold to remove annotations by score. The higher value means less annotations in the final result. The range is from 0 to 1. (Default:0.1
) -
--max-annotations
: Max number of annotations. (Default:100
)
Example: Generate rectangles for a JPEG
labelmetk ai-annotate-rectangles dogs.jpg --texts dog
Download an example JPEG from:
dogs.jpg (700KB)