Models
OneFormer vs. MobileNet SSD v2

OneFormer vs. MobileNet SSD v2

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

Models

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OneFormer

OneFormer is a state-of-the-art multi-task image segmentation framework that is implemented using transformers.
Learn more about OneFormer
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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
Model Type
Instance Segmentation
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
Transformers
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Frameworks
PyTorch
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TensorFlow 1.5
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
1.3k+
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81+
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License
MIT
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MIT
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Training Notebook

Compare OneFormer and MobileNet SSD v2 with Autodistill

Models

OneFormer vs. MobileNet SSD v2

.

Both

OneFormer

and

MobileNet SSD v2

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

OneFormer

and

MobileNet SSD v2
  OneFormer MobileNet SSD v2
Date of Release Nov 10, 2022 Jan 13, 2018
Model Type Instance Segmentation Object Detection
Architecture Transformers
GitHub Stars 1300 81

OneFormer

OneFormer is a state-of-the-art multi-task image segmentation framework that is implemented using 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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