Models
Segment Anything 2 vs. YOLOv8 Instance Segmentation

Segment Anything 2 vs. YOLOv8 Instance Segmentation

Both Segment Anything 2 and YOLOv8 Instance Segmentation are commonly used in computer vision projects. Below, we compare and contrast Segment Anything 2 and YOLOv8 Instance Segmentation.

Models

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Segment Anything 2

Segment Anything 2 (SAM 2) is a real-time image and video segmentation model.
Learn more about Segment Anything 2
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YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.
Learn more about YOLOv8 Instance Segmentation
Model Type
Instance Segmentation
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Instance Segmentation
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Model Features
Item 1 Info
Item 2 Info
Architecture
Segment Anything
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YOLO
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Frameworks
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub
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View Repo
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View Repo
GitHub Stars
3300
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21.1k+
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License
Apache 2.0
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AGPL-3.0
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Paper
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View Paper
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View Paper
Training Notebook
Train on Colab
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Train on Colab
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Deploy Model
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Deploy with Roboflow
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Deploy with Roboflow
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Compare Segment Anything 2 and YOLOv8 Instance Segmentation with Autodistill