Segment Anything
Segment Anything (SAM) is a state-of-the-art image segmentation model developed by Meta AI, capable of generating accurate segmentation masks from any given prompt or input.
Visit Website
https://segment-anything.com/
Product Information
Updated:03/06/2023
What is Segment Anything
Segment Anything (SAM) is a groundbreaking computer vision model designed to perform complex image segmentation tasks with unprecedented precision and versatility. SAM leverages a large dataset of over 1 billion masks on 11 million licensed and privacy-respecting images, enabling it to learn diverse patterns and features for accurate segmentation. This model can identify the precise location of specific objects in an image or every object in an image, making it a powerful tool for various computer vision applications.
Key Features of Segment Anything
SAM is a promptable segmentation model that can generate valid segmentation masks based on any given prompt, even in ambiguous scenarios.
Zero-Shot Transfer: SAM can transfer zero-shot to new image distributions and tasks, often surpassing previous fully supervised results.
Promptable Segmentation: SAM can generate valid segmentation masks based on any given prompt, including foreground/background points, bounding boxes, masks, or free-form text.
Large-Scale Dataset: SAM was trained on a large dataset of over 1 billion masks on 11 million licensed and privacy-respecting images.
Flexible Model Usage: SAM can be adapted for object detection tasks by using prompts or inputs that specify the objects to be detected within an image.
Pros
High accuracy in segmentation tasks
Zero-shot transfer capabilities
Flexible model usage
Large-scale dataset for training
Cons
No API available for commercial use
Limited availability for commercial purposes
Use Cases of Segment Anything
Object detection
Image classification
Facial recognition
Automated image annotation
How to Use Segment Anything
Set up a Python environment Install the required project dependencies and download the necessary files, including SAM weights.
Load the Segment Anything Model (SAM) Load the SAM model and prepare it for use.
Generate masks automatically with SAM Use SAM to generate segmentation masks for images.
Plot masks onto an image with Supervision Visualize the generated segmentation masks on the original image.
Segment Anything FAQs
SAM is a state-of-the-art image segmentation model developed by Meta AI, capable of generating accurate segmentation masks from any given prompt or input.
Analytics of Segment Anything Website
Segment Anything Traffic & Rankings
136.5K
Monthly Visits
#364971
Global Rank
#3466
Category Rank
Traffic Trends: Mar 2024-May 2024
Segment Anything User Insights
00:02:31
Avg. Visit Duration
2.87
Pages Per Visit
50.95%
User Bounce Rate
Top Regions of Segment Anything
US: 30.41%
CN: 15.46%
DE: 6.39%
TW: 5.02%
GB: 4.81%
Others: 37.9%
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