Models
EfficientNet vs. MobileNet SSD v2

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.

Models

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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.
Learn more about EfficientNet
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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.
Learn more about MobileNet SSD v2
Model Type
Classification
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
CNN
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Frameworks
Keras
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TensorFlow 1.5
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
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81+
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License
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MIT
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Training Notebook

Compare EfficientNet and MobileNet SSD v2 with Autodistill

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 81

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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