Models

Detectron2

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

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.

Learn more about Faster R-CNN

Detectron2 vs. Faster R-CNN

Both

Detectron2

and

Faster R-CNN

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

Detectron2

and

Faster R-CNN

	Detectron2	Faster R-CNN
Date of Release
Model Type	Object Detection	Object Detection
Architecture
GitHub Stars	28400	7500

Detectron2

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

How to Augment How to Label How to Plot Predictions How to Filter Predictions How 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 Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

Learn more about Detectron2

Learn more about Faster R-CNN