Models

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 AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow 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 AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

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