Models

Faster R-CNN vs. Detectron2

Both

Faster R-CNN

and

Detectron2

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

Faster R-CNN

and

Detectron2

.

  Faster R-CNN Detectron2
Date of Release
Model Type Object Detection Object Detection
Architecture
GitHub Stars 7800 22900

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

Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

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

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