Resnet-32 vs. EfficientNet: Compared and Contrasted

Models

ResNet 32

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

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

Model Type

Classification

Model Features

Item 1 Info

Item 2 Info

Architecture

CNN

Frameworks

Fast.ai v2

Keras

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

32+

License

Paper

Training Notebook

Deploy Model

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Resnet-32 vs. EfficientNet

Both

ResNet 32

and

EfficientNet

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

ResNet 32

and

EfficientNet

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

ResNet 32

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

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

Learn more about ResNet 32

Learn more about EfficientNet