Models

EfficientNet vs. YOLOv3 Keras

Both

EfficientNet

and

YOLOv3 Keras

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

EfficientNet

and

YOLOv3 Keras

.

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

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

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

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