Models
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.

Models

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Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.
Learn more about Mask RCNN
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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.
Learn more about MobileNet SSD v2
Model Type
Instance Segmentation
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
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Frameworks
PyTorch
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TensorFlow 1.5
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
24k+
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81+
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License
MIT
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MIT
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Training Notebook

Compare Mask RCNN and MobileNet SSD v2 with Autodistill

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 24000 81

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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