EfficientNet vs. Mask RCNN: 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

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

Learn more about Mask RCNN

Model Type

Classification

Instance Segmentation

Model Features

Item 1 Info

Item 2 Info

Architecture

CNN

Frameworks

Keras

PyTorch

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

24k+

License

MIT

Paper

Training Notebook

Deploy Model



EfficientNet vs. Mask RCNN

Both

EfficientNet

and

Mask RCNN

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

EfficientNet

and

Mask RCNN

	EfficientNet	Mask RCNN
Date of Release	May 28, 2019	Oct 23, 2017
Model Type	Classification	Instance Segmentation
Architecture	CNN
GitHub Stars	7200	24000

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