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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

.

	Scaled YOLOv4	SegFormer
Date of Release		May 31, 2021
Model Type	Object Detection	Semantic Segmentation
Architecture		Transformers
GitHub Stars	2000	1300

Scaled YOLOv4

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

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

SegFormer

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

How to Augment How to Label How to Plot Predictions How to Filter Predictions How 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

Compare SegFormer to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

MobileNet V2 Classification

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