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Glossary: Computer Vision Beyond the Basics

RoI Align

Also written: region of interest

The step in Faster R-CNN that cuts each proposal's area out of the feature map at a fixed size (7 × 7) so a small head can classify it and refine its box.

Where the book teaches it

Related terms

Region proposal network (RPN)Two-stage detector