Models

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

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

Mask RCNN vs. Faster R-CNN

Both

Mask RCNN

and

Faster R-CNN

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

Mask RCNN

and

Faster R-CNN

	Mask RCNN	Faster R-CNN
Date of Release	Oct 23, 2017
Model Type	Instance Segmentation	Object Detection
Architecture
GitHub Stars	24000	7500

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

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 Mask RCNN

Learn more about Faster R-CNN