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SegFormer vs. YOLOS

SegFormer vs. YOLOS

Both

SegFormer

and

YOLOS

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

SegFormer

and

YOLOS

.

	SegFormer	YOLOS
Date of Release	May 31, 2021	Jun 01, 2021
Model Type	Semantic Segmentation	Object Detection
Architecture	Transformers	Transformer, YOLO
GitHub Stars	1300	648

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

YOLOS

YOLOS looks at patches of an image to to form "patch tokens", which are used in place of the traditional wordpiece tokens in NLP.

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

Learn more about SegFormer

Learn more about YOLOS

Compare SegFormer to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOS to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

MobileNet V2 Classification

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