---
title: SAM3 AutoTag
emoji: 🏷️
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 6.6.0
app_file: app.py
pinned: false
short_description: Florence-2 multi-task tagging for SAM 3 auto-discovery
---

`api_autotag(image, max_tags)` -> JSON `{labels: [...], tags: [{name, count}], tasks: [...]}` via Florence-2 `<OD>`, `<DENSE_REGION_CAPTION>`, and `<MORE_DETAILED_CAPTION>`.