Models

SegFormer vs. MobileNet SSD v2

Both

SegFormer

and

MobileNet SSD v2

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

SegFormer

and

MobileNet SSD v2

.

  SegFormer MobileNet SSD v2
Date of Release May 31, 2021 Jan 13, 2018
Model Type Semantic Segmentation Object Detection
Architecture Transformers
GitHub Stars 1300 1900

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

MobileNet SSD v2

This architecture provides good realtime results on limited compute. It's designed to run in realtime (30 frames per second) even on mobile devices.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

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