Models

YOLOv3 Keras vs. EfficientNet

Both

YOLOv3 Keras

and

EfficientNet

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

YOLOv3 Keras

and

EfficientNet

.

  YOLOv3 Keras EfficientNet
Date of Release May 28, 2019
Model Type Object Detection Classification
Architecture CNN
GitHub Stars 7100 7200

YOLOv3 Keras

Though it is no longer the most accurate object detection algorithm, YOLO v3 is still a very good choice when you need real-time detection while maintaining excellent accuracy. Keras implementation.

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

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

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