Models

MobileNet SSD v2 vs. EfficientNet

Both

MobileNet SSD v2

and

EfficientNet

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

MobileNet SSD v2

and

EfficientNet

.

  MobileNet SSD v2 EfficientNet
Date of Release Jan 13, 2018 May 28, 2019
Model Type Object Detection Classification
Architecture CNN
GitHub Stars 1900 7200

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

EfficientNet

EfficientNet is from a family of image classification models from GoogleAI that train comparatively quickly on small amounts of data, making the most of limited datasets.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

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