Home / Companies / Roboflow / Blog / Post Details
Content Deep Dive

Launch: Use Segment Anything 2 with Roboflow

Blog post from Roboflow

Post Details
Company
Date Published
Author
James Gallagher
Word Count
1,138
Language
English
Hacker News Points
-
Summary

Segment Anything 2 (SAM 2), released by Meta AI in July 2024, is a cutting-edge image segmentation model that enhances the ability to identify and track objects across images and videos. Roboflow has integrated SAM 2 extensively into its ecosystem to streamline computer vision tasks, improving features such as automated polygon labeling through a Smart Polygon tool and offering users the capability to deploy SAM 2 as an API on dedicated hardware or cloud deployments. Users can employ SAM 2 within Roboflow Workflows to build sophisticated computer vision applications, like active learning pipelines, that leverage the model's capacity to generate accurate segmentation masks. This integration allows for faster and more precise image labeling, facilitating the training of fine-tuned models for production use, and is supported by interactive tools for testing and deployment, as detailed in the Roboflow documentation.