Models

EfficientNet vs. MobileNet V2 Classification

Both

EfficientNet

and

MobileNet V2 Classification

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

EfficientNet

and

MobileNet V2 Classification

.

  EfficientNet MobileNet V2 Classification
Date of Release May 28, 2019
Model Type Classification Classification
Architecture CNN
GitHub Stars 7200

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 V2 Classification

MobileNet is a GoogleAI model well-suited for on-device, real-time classification (distinct from MobileNetSSD, Single Shot Detector). This implementation leverages transfer learning from ImageNet to your dataset.

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

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