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Mask RCNN vs. MobileNet SSD v2

Mask RCNN vs. MobileNet SSD v2

Both

Mask RCNN

and

MobileNet SSD v2

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

Mask RCNN

and

MobileNet SSD v2

.

	Mask RCNN	MobileNet SSD v2
Date of Release	Oct 23, 2017	Jan 13, 2018
Model Type	Instance Segmentation	Object Detection
Architecture
GitHub Stars	22500	1900

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

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

MobileNet SSD v2

This architecture provides good realtime results on limited compute. It's designed to run in realtime (30 frames per second) even on mobile devices.

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

Learn more about Mask RCNN

Learn more about MobileNet SSD v2

Compare Mask RCNN to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare MobileNet SSD v2 to other models

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