Models
YOLOv8 Instance Segmentation vs. SegFormer

YOLOv8 Instance Segmentation vs. SegFormer

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

Models

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YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.
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SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.
Learn more about SegFormer
Model Type
Instance Segmentation
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Semantic Segmentation
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Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
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Transformers
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Frameworks
PyTorch
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
21.1k+
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2.2k+
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License
AGPL-3.0
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NVIDIA Source Code
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Training Notebook

Compare YOLOv8 Instance Segmentation and SegFormer with Autodistill

Models

YOLOv8 Instance Segmentation vs. SegFormer

.

Both

YOLOv8 Instance Segmentation

and

SegFormer

are commonly used in computer vision projects. Below, we compare and contrast

YOLOv8 Instance Segmentation

and

SegFormer
  YOLOv8 Instance Segmentation SegFormer
Date of Release Jan 10, 2023 May 31, 2021
Model Type Instance Segmentation Semantic Segmentation
Architecture YOLO Transformers
GitHub Stars 21100 2200

YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

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