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 380 1900

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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