Models

EfficientNet vs. YOLOv4

Both

EfficientNet

and

YOLOv4 Darknet

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

EfficientNet

and

YOLOv4 Darknet

.

  EfficientNet YOLOv4 Darknet
Date of Release May 28, 2019
Model Type Classification Object Detection
Architecture CNN
GitHub Stars 7200 20100

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

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

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