Models

YOLOv4 Tiny vs. EfficientNet

Both

YOLOv4 Tiny

and

EfficientNet

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

YOLOv4 Tiny

and

EfficientNet

.

  YOLOv4 Tiny EfficientNet
Date of Release Nov 09, 2020 May 28, 2019
Model Type Object Detection Classification
Architecture ResNet-D, YOLO CNN
GitHub Stars 7200

YOLOv4 Tiny

The tiny and fast version of YOLOv4 - good for training and deployment on limited compute resources, and getting a feel for your dataset

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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