Models

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 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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