Models
YOLOv4 vs. EfficientNet

YOLOv4 vs. EfficientNet

Both YOLOv4 Darknet and EfficientNet are commonly used in computer vision projects. Below, we compare and contrast YOLOv4 Darknet and EfficientNet.

Models

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YOLOv4 Darknet

YOLOv4 has emerged as the best real time object detection model. YOLOv4 carries forward many of the research contributions of the YOLO family of models along with new modeling and data augmentation techniques. This implementation is in Darknet.
Learn more about YOLOv4 Darknet
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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
Model Type
Object Detection
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Classification
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Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
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CNN
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Frameworks
Darknet
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Keras
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
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License
YOLO
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Training Notebook

Compare YOLOv4 Darknet and EfficientNet with Autodistill

Models

YOLOv4 vs. EfficientNet

.

Both

YOLOv4 Darknet

and

EfficientNet

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

YOLOv4 Darknet

and

EfficientNet
  YOLOv4 Darknet EfficientNet
Date of Release May 28, 2019
Model Type Object Detection Classification
Architecture YOLO CNN
GitHub Stars 7200

YOLOv4 Darknet

YOLOv4 has emerged as the best real time object detection model. YOLOv4 carries forward many of the research contributions of the YOLO family of models along with new modeling and data augmentation techniques. This implementation is in Darknet.

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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