tao-generate-referring-expressions
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Description
# Image Referring Expression Pipeline Generate referring-expression and grounding annotations from images with KITTI-format bounding box labels. A single VLM (Gemini or any OpenAI-compatible endpoint) runs four steps: per-object region descriptions, holistic image captions, grouped grounding expressions tied to bboxes, and an optional double-check verification pass. ## Purpose Transform `(image, KITTI labels)` pairs into a unified `annotations.jsonl` containing rich, grounded referring expressions. The VLM
Install tao-generate-referring-expressions
Run this in your OpenClaw agent to add tao-generate-referring-expressions from the ClawHub registry.
openclaw skills install tao-generate-referring-expressionsRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
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Frequently asked questions
Is tao-generate-referring-expressions safe to install?
tao-generate-referring-expressions has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does tao-generate-referring-expressions cost?
tao-generate-referring-expressions is free to install for OpenClaw via ClawHub.
What are the best alternatives to tao-generate-referring-expressions?
You can compare tao-generate-referring-expressions side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install tao-generate-referring-expressions?
Install tao-generate-referring-expressions from ClawHub at clawhub.ai/skills/tao-generate-referring-expressions, or use the install action on this page to copy the command for your OpenClaw agent.
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