Models
Detectron2 vs. SegFormer

Detectron2 vs. SegFormer

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

Models

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Detectron2

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

Compare Detectron2 and SegFormer with Autodistill

Models

Detectron2 vs. SegFormer

.

Both

Detectron2

and

SegFormer

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

Detectron2

and

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

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

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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