Models
SegFormer vs. Detectron2

SegFormer vs. Detectron2

Both SegFormer and Detectron2 are commonly used in computer vision projects. Below, we compare and contrast SegFormer and Detectron2.

Models

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SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.
Learn more about SegFormer
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Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.
Learn more about Detectron2
Model Type
Semantic Segmentation
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
Transformers
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Frameworks
PyTorch
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
2.2k+
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28.4k+
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License
NVIDIA Source Code
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Apache-2.0
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Training Notebook

Compare SegFormer and Detectron2 with Autodistill

Models

SegFormer vs. Detectron2

.

Both

SegFormer

and

Detectron2

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

SegFormer

and

Detectron2
  SegFormer Detectron2
Date of Release May 31, 2021
Model Type Semantic Segmentation Object Detection
Architecture Transformers
GitHub Stars 2200 28400

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

Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

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

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