Models

YOLOv3 PyTorch vs. EfficientNet

Both

YOLOv3 PyTorch

and

EfficientNet

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

YOLOv3 PyTorch

and

EfficientNet

.

  YOLOv3 PyTorch EfficientNet
Date of Release Apr 08, 2018 May 28, 2019
Model Type Object Detection Classification
Architecture YOLO CNN
GitHub Stars 6800 7200

YOLOv3 PyTorch

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. PyTorch version.

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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