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

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OneFormer

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

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

Compare OneFormer vs. SegFormer

Provide your own image below to test YOLOv8 and YOLOv9 model checkpoints trained on the Microsoft COCO dataset.

COCO can detect 80 common objects, including cats, cell phones, and cars.