Models

EfficientNet vs. Scaled-YOLOv4

Both

EfficientNet

and

Scaled YOLOv4

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

EfficientNet

and

Scaled YOLOv4

.

  EfficientNet Scaled YOLOv4
Date of Release May 28, 2019
Model Type Classification Object Detection
Architecture CNN
GitHub Stars 7200 2000

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

Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

Deploy a computer vision model today

Join 250,000 developers curating high quality datasets and deploying better models with Roboflow.

Get started