Models

MobileNet SSD v2 vs. YOLOS

Both

MobileNet SSD v2

and

YOLOS

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

MobileNet SSD v2

and

YOLOS

.

  MobileNet SSD v2 YOLOS
Date of Release Jan 13, 2018 Jun 01, 2021
Model Type Object Detection Object Detection
Architecture Transformer, YOLO
GitHub Stars 81 812

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

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

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