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 CNN
GitHub Stars 20100 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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