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Models
SegFormer vs. Scaled-YOLOv4

SegFormer vs. Scaled-YOLOv4

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

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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Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.
Learn more about Scaled YOLOv4
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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YOLO
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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
2.2k+
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2k+
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License
NVIDIA Source Code
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GPL-3.0
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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 SegFormer and Scaled YOLOv4 with Autodistill

Models
SegFormer vs. Scaled-YOLOv4

SegFormer vs. Scaled-YOLOv4

.

Both

SegFormer

and

Scaled YOLOv4

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

SegFormer

and

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

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

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
Learn more about SegFormer
Learn more about Scaled YOLOv4

Compare SegFormer to other models

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

Compare Scaled YOLOv4 to other models

YOLO-World
YOLOv8 Instance Segmentation
YOLOv8
YOLOv7 Instance Segmentation
OneFormer

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