Models

EfficientNet vs. MobileNet SSD v2

Both

EfficientNet

and

MobileNet SSD v2

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

EfficientNet

and

MobileNet SSD v2

.

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

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

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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