Models

EfficientNet vs. Faster R-CNN

Both

EfficientNet

and

Faster R-CNN

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

EfficientNet

and

Faster R-CNN

.

  EfficientNet Faster R-CNN
Date of Release May 28, 2019
Model Type Classification Object Detection
Architecture CNN
GitHub Stars 7200 7800

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

Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.

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

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