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

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