EfficientNet vs. Resnet-32: Compared and Contrasted

Models

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.

Learn more about EfficientNet

ResNet 32

A fast, simple convolutional neural network that gets the job done for many tasks, including classification.

Learn more about ResNet 32

Model Type

Classification

Model Features

Item 1 Info

Item 2 Info

Architecture

CNN

Frameworks

Keras

Fast.ai v2

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

32+

License

Paper

Training Notebook

Deploy Model

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EfficientNet vs. Resnet-32

Both

EfficientNet

and

ResNet 32

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

EfficientNet

and

ResNet 32

	EfficientNet	ResNet 32
Date of Release	May 28, 2019
Model Type	Classification	Classification
Architecture	CNN
GitHub Stars	7200	35

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 Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix