Models
MobileNet V2 Classification vs. Faster R-CNN

MobileNet V2 Classification vs. Faster R-CNN

Both MobileNet V2 Classification and Faster R-CNN are commonly used in computer vision projects. Below, we compare and contrast MobileNet V2 Classification and Faster R-CNN.

Models

icon-model

MobileNet V2 Classification

MobileNet is a GoogleAI model well-suited for on-device, real-time classification (distinct from MobileNetSSD, Single Shot Detector). This implementation leverages transfer learning from ImageNet to your dataset.
icon-model

Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.
Model Type
Classification
--
Object Detection
--
Model Features
Item 1 Info
Item 2 Info
Architecture
--
--
Frameworks
--
TensorFlow 1.5
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
--
7.5k+
--
License
--
MIT
--
Training Notebook

Compare MobileNet V2 Classification and Faster R-CNN with Autodistill

Models

MobileNet V2 Classification vs. Faster R-CNN

.

Both

MobileNet V2 Classification

and

Faster R-CNN

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

MobileNet V2 Classification

and

Faster R-CNN
  MobileNet V2 Classification Faster R-CNN
Date of Release
Model Type Classification Object Detection
Architecture
GitHub Stars 7500

MobileNet V2 Classification

MobileNet is a GoogleAI model well-suited for on-device, real-time classification (distinct from MobileNetSSD, Single Shot Detector). This implementation leverages transfer learning from ImageNet to your dataset.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

Compare MobileNet V2 Classification to other models

Deploy a computer vision model today

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

Get started