Models
EfficientNet vs. Faster R-CNN

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.

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.
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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.
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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7.5k+
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License
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MIT
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Training Notebook

Compare EfficientNet and Faster R-CNN with Autodistill