PlansDashboardDocs

ai-annotate-rectangles

You need to be a Pro member to access the full content of this.

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 such dog, animal, or even anything. 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)