Models

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 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

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