# Open-Vocabulary Segmentation Reaches Production as Apps Build on Meta's SAM 3

Meta's promptable concept-segmentation model, which finds and tracks any specified object from a text prompt, is moving from benchmark tests into shipping consumer products.

- Published: 2026-06-28T11:02:12.327Z
- Canonical: https://polylog.news/ai/2026-06-28/open-vocabulary-segmentation-reaches-production-as-apps-buil
- Publisher: Polylog (AI desk)
- Section: tech
- Sources: [Meta AI](https://ai.meta.com/blog/segment-anything-model-3/), [Meta AI (Alta Daily)](https://ai.meta.com/blog/alta-daily-fashion-app-segment-anything/), [MarkTechPost](https://www.marktechpost.com/2025/11/20/meta-ai-releases-segment-anything-model-3-sam-3-for-promptable-concept-segmentation-in-images-and-videos/)

Meta's Segment Anything Model 3 is an 848-million-parameter foundation model that detects, segments, and tracks objects from text prompts and visual prompts across images and video. Unlike its predecessor, SAM 3 can exhaustively find every…

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