What is FastSAM?

FastSAM is an image segmentation model trained using 2% of the data in the Segment Anything Model SA-1B dataset.

About the model

Here is an overview of the

FastSAM

model:

Date of Release
Model Type Instance Segmentation
Architecture
Framework Used PyTorch
Annotation Format
Stars on GitHub 3900+

Check out YOLOv8, defining a new state-of-the-art in computer vision

YOLOv8 is here, setting a new standard for performance in object detection and image segmentation tasks. Roboflow has developed a library of resources to help you get started with YOLOv8, covering guides on how to train YOLOv8, how the model stacks up against v5 and v7, and more.

Learn about YOLOv8

Check out YOLOv8, defining a new state-of-the-art in computer vision

YOLOv8 is here, setting a new standard for performance in object detection and image segmentation tasks. Roboflow has developed a library of resources to help you get started with YOLOv8, covering guides on how to train YOLOv8, how the model stacks up against v5 and v7, and more.

Learn about YOLOv8

Check out YOLOv8, defining a new state-of-the-art in computer vision

YOLOv8 is here, setting a new standard for performance in object detection and image segmentation tasks. Roboflow has developed a library of resources to help you get started with YOLOv8, covering guides on how to train YOLOv8, how the model stacks up against v5 and v7, and more.

Learn about YOLOv8

Check out YOLOv8, defining a new state-of-the-art in computer vision

YOLOv8 is here, setting a new standard for performance in object detection and image segmentation tasks. Roboflow has developed a library of resources to help you get started with YOLOv8, covering guides on how to train YOLOv8, how the model stacks up against v5 and v7, and more.

Learn about YOLOv8

Model Performance

Explore this model on Roboflow

No items found.

Deploy FastSAM to production

Roboflow offers a range of SDKs with which you can deploy your model to production.

No items found.

FastSAM Annotation Format

FastSAM

uses the

uses the

annotation format. If your annotation is in a different format, you can use Roboflow's annotation conversion tools to get your data into the right format.

Convert data between formats

Label data automatically with FastSAM

You can automatically label a dataset using

FastSAM

with help from Autodistill, an open source package for training computer vision models. You can label a folder of images automatically with only a few lines of code. Below, see our tutorials that demonstrate how to use

FastSAM

to train a computer vision model.

No items found.

Compare to related models

Curious about how this model compares to others? Check out our model comparisons.

We have not created any model comparisons yet for this model.

Deploy a computer vision model today

Join 100k developers curating high quality datasets and deploying better models with Roboflow.

Get started
MANAGING over 100 million images for companies of all sizes

Join over 250,000 developers managing computer vision data on Roboflow.

VentureBeatTechCrunchInteresting EngineeringInternational Business TimesU.S. News & World ReportYahoo Finance