AI engineering glossary · Computer vision
What is Mask R-CNN?
Mask R-CNN: An extension of Faster R-CNN that adds a branch predicting a pixel mask for each detected object, using RoI Align for precise alignment. It is a standard instance segmentation model.
Mask R-CNN: an example
Given a photo of a crowd, Mask R-CNN outputs a box, class and mask for each person.
Related terms
More Computer vision terms
- Max pooling
- Median filter
- Mixup
- MobileNet
- Morphological operations
- Non-maximum suppression
- Object detection
- OpenCV
Where you learn it
Mask R-CNN is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.