Models

Faster R-CNN vs. MobileNet V2 Classification

Both

Faster R-CNN

and

MobileNet V2 Classification

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

Faster R-CNN

and

MobileNet V2 Classification

.

  Faster R-CNN MobileNet V2 Classification
Date of Release
Model Type Object Detection Classification
Architecture
GitHub Stars 7800

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

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

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