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Resnet-32 vs. MobileNet SSD v2

Resnet-32 vs. MobileNet SSD v2

Both

ResNet 32

and

MobileNet SSD v2

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

ResNet 32

and

MobileNet SSD v2

.

	ResNet 32	MobileNet SSD v2
Date of Release		Jan 13, 2018
Model Type	Classification	Object Detection
Architecture
GitHub Stars	2	1900

ResNet 32

A fast, simple convolutional neural network that gets the job done for many tasks, including classification.

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 ResNet 32

Learn more about MobileNet SSD v2

Compare ResNet 32 to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare MobileNet SSD v2 to other models

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