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YOLOS vs. SegFormer

YOLOS vs. SegFormer

Both

YOLOS

and

SegFormer

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

YOLOS

and

SegFormer

.

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

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

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 YOLOS

Learn more about SegFormer

Compare YOLOS 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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