Models

YOLOS vs. MobileNet SSD v2

Both

YOLOS

and

MobileNet SSD v2

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

YOLOS

and

MobileNet SSD v2

.

  YOLOS MobileNet SSD v2
Date of Release Jun 01, 2021 Jan 13, 2018
Model Type Object Detection Object Detection
Architecture Transformer, YOLO
GitHub Stars 648 1900

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

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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