Models
MobileNet SSD v2 vs. Resnet-32

MobileNet SSD v2 vs. Resnet-32

Both MobileNet SSD v2 and ResNet 32 are commonly used in computer vision projects. Below, we compare and contrast MobileNet SSD v2 and ResNet 32.

Models

icon-model

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
icon-model

ResNet 32

A fast, simple convolutional neural network that gets the job done for many tasks, including classification.
Learn more about ResNet 32
Model Type
Object Detection
--
Classification
--
Model Features
Item 1 Info
Item 2 Info
Architecture
--
--
Frameworks
TensorFlow 1.5
--
Fast.ai v2
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
81+
--
32+
--
License
MIT
--
--
Training Notebook

Compare MobileNet SSD v2 and ResNet 32 with Autodistill

Models

MobileNet SSD v2 vs. Resnet-32

.

Both

MobileNet SSD v2

and

ResNet 32

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

MobileNet SSD v2

and

ResNet 32
  MobileNet SSD v2 ResNet 32
Date of Release Jan 13, 2018
Model Type Object Detection Classification
Architecture
GitHub Stars 81 35

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

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

Deploy a computer vision model today

Join 250,000 developers curating high quality datasets and deploying better models with Roboflow.

Get started