Models

Resnet-32 vs. Faster R-CNN

Both

ResNet 32

and

Faster R-CNN

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

ResNet 32

and

Faster R-CNN

.

  ResNet 32 Faster R-CNN
Date of Release
Model Type Classification Object Detection
Architecture
GitHub Stars 2 7800

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

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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