Models
MobileNet SSD v2 vs. SegFormer

MobileNet SSD v2 vs. SegFormer

Both MobileNet SSD v2 and SegFormer are commonly used in computer vision projects. Below, we compare and contrast MobileNet SSD v2 and SegFormer.

Models

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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.
Learn more about MobileNet SSD v2
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SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.
Learn more about SegFormer
Model Type
Object Detection
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Semantic Segmentation
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Model Features
Item 1 Info
Item 2 Info
Architecture
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Transformers
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Frameworks
TensorFlow 1.5
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
81+
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2.2k+
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License
MIT
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NVIDIA Source Code
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Training Notebook

Compare MobileNet SSD v2 and SegFormer with Autodistill

Models

MobileNet SSD v2 vs. SegFormer

.

Both

MobileNet SSD v2

and

SegFormer

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

MobileNet SSD v2

and

SegFormer
  MobileNet SSD v2 SegFormer
Date of Release Jan 13, 2018 May 31, 2021
Model Type Object Detection Semantic Segmentation
Architecture Transformers
GitHub Stars 81 2200

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

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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