Models
EfficientNet vs. YOLOv3 Keras

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.

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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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.
Learn more about YOLOv3 Keras
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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YOLO
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Frameworks
Keras
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Keras
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
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7.1k+
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License
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MIT
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Training Notebook

Compare EfficientNet and YOLOv3 Keras with Autodistill

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 YOLO
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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