What type of prompts are supported?

Foreground/background points, bounding box, and mask prompts are supported. Text prompts are explored in our paper but the capability is not released.

What is the structure of the model?

A ViT-H image encoder that runs once per image and outputs an image embedding. A prompt encoder that embeds input prompts such as clicks or boxes. A lightweight transformer based mask decoder that predicts object masks from the image embedding and prompt embeddings.

What data was the model trained on?

The model was trained on our SA-1B dataset. See our dataset viewer.

Does the model produce mask labels?

No, the model predicts object masks only and does not generate labels.

Does the model work on videos?

Currently the model only supports images or individual frames from videos.

Segment Anything | Meta AI: SAM is a promptable AI segmentation system for zero-shot generalization to objects and images.

Name: Segment Anything | Meta AI
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Author: toolify

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Introduction:

SAM is a promptable AI segmentation system for zero-shot generalization to objects and images.

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Jun 03 2023

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Segment Anything | Meta AI Product Information

What is Segment Anything | Meta AI?

Segment Anything (SAM) is a promptable segmentation system developed by Meta AI that offers zero-shot generalization to unfamiliar objects and images without requiring additional training. It allows users to "cut out" any object in any image with a single click. SAM uses a variety of input prompts to perform a wide range of segmentation tasks. The model was trained on millions of images and masks collected through a model-in-the-loop "data engine."

How to use Segment Anything | Meta AI?

Users can interact with SAM by providing prompts such as interactive points, boxes, or automatically segmenting everything in an image. The system also supports integration with other systems, such as AR/VR headsets or object detectors, to enable text-to-object segmentation. Users can try the demo on the website.

Segment Anything | Meta AI's Core Features

Promptable segmentation with zero-shot generalization

Interactive point and box prompts

Automatic segmentation of entire images

Integration with other AI systems

Extensible outputs for use in other applications

Segment Anything | Meta AI's Use Cases

Cutting out objects in images with a single click

Tracking object masks in videos

Enabling image editing applications

Lifting object masks to 3D

Creative tasks like collaging

Text-to-object segmentation

FAQ from Segment Anything | Meta AI

What type of prompts are supported?
What is the structure of the model?
What data was the model trained on?
Does the model produce mask labels?
Does the model work on videos?

Segment Anything | Meta AI Support Email & Customer service contact & Refund contact etc.

Here is the Segment Anything | Meta AI support email for customer service: [email protected] .
Segment Anything | Meta AI Company

Segment Anything | Meta AI Company name: Meta .
Segment Anything | Meta AI Github

Segment Anything | Meta AI Github Link: https://github.com/facebookresearch/segment-anything