Models

MobileNet SSD v2 vs. Mask RCNN

Both

MobileNet SSD v2

and

Mask RCNN

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

MobileNet SSD v2

and

Mask RCNN

.

  MobileNet SSD v2 Mask RCNN
Date of Release Jan 13, 2018 Oct 23, 2017
Model Type Object Detection Instance Segmentation
Architecture
GitHub Stars 81 24000

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

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

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