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Scaled-YOLOv4 vs. SegFormer

Scaled-YOLOv4 vs. SegFormer

Both Scaled YOLOv4 and SegFormer are commonly used in computer vision projects. Below, we compare and contrast Scaled YOLOv4 and SegFormer.

Models

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Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.
Learn more about Scaled YOLOv4
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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
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
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View Repo
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View Repo
GitHub Stars
2k+
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2.2k+
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License
GPL-3.0
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NVIDIA Source Code
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Paper
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View Paper
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View Paper
Training Notebook
Train on Colab
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Train on Colab
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Deploy Model
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Deploy with Roboflow
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Deploy with Roboflow
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Compare Scaled YOLOv4 and SegFormer with Autodistill

Models
Scaled-YOLOv4 vs. SegFormer

Scaled-YOLOv4 vs. SegFormer

.

Both

Scaled YOLOv4

and

SegFormer

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

Scaled YOLOv4

and

SegFormer
  Scaled YOLOv4 SegFormer
Date of Release May 31, 2021
Model Type Object Detection Semantic Segmentation
Architecture YOLO Transformers
GitHub Stars 2000 2200

Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.

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
Learn more about Scaled YOLOv4
Learn more about SegFormer

Compare Scaled YOLOv4 to other models

MobileNet V2 Classification
MobileNet SSD v2
YOLOv3 Keras
YOLOv3 PyTorch
YOLOv4 PyTorch

Compare SegFormer to other models

YOLO-World
YOLOv8 Instance Segmentation
YOLOv8
YOLOv7 Instance Segmentation
OneFormer

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