Models
YOLOv5 vs. SegFormer

YOLOv5 vs. SegFormer

Both YOLOv5 and SegFormer are commonly used in computer vision projects. Below, we compare and contrast YOLOv5 and SegFormer.

Models

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YOLOv5

A very fast and easy to use PyTorch model that achieves state of the art (or near state of the art) results.
Learn more about YOLOv5
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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
CNN, 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
46k+
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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 YOLOv5 and SegFormer with Autodistill

Models

YOLOv5 vs. SegFormer

.

Both

YOLOv5

and

SegFormer

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

YOLOv5

and

SegFormer
  YOLOv5 SegFormer
Date of Release Jan 06, 2020 May 31, 2021
Model Type Object Detection Semantic Segmentation
Architecture CNN, YOLO Transformers
GitHub Stars 33200 2200

YOLOv5

A very fast and easy to use PyTorch model that achieves state of the art (or near state of the art) results.

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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