Models
OneFormer vs. SegFormer

OneFormer vs. SegFormer

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

Models

icon-model

OneFormer

OneFormer is a state-of-the-art multi-task image segmentation framework that is implemented using transformers.
Learn more about OneFormer
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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
Transformers
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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
1.3k+
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2.2k+
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License
MIT
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NVIDIA Source Code
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Training Notebook

Compare OneFormer and SegFormer with Autodistill

Models

OneFormer vs. SegFormer

.

Both

OneFormer

and

SegFormer

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

OneFormer

and

SegFormer
  OneFormer SegFormer
Date of Release Nov 10, 2022 May 31, 2021
Model Type Instance Segmentation Semantic Segmentation
Architecture Transformers Transformers
GitHub Stars 1300 2200

OneFormer

OneFormer is a state-of-the-art multi-task image segmentation framework that is implemented using transformers.

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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