Mask R-CNN

Kaiming HeGeorgia GkioxariPiotr DollárRoss Girshick

   Papers with code   Abstract  PDF

We present a conceptually simple, flexible, and general framework for object instance segmentation. Our approach efficiently detects objects in an image while simultaneously generating a high-quality segmentation mask for each instance... (read more)

Benchmarked Models

RANK
MODEL
REPO
CODE RESULT
PAPER RESULT
ε-REPRODUCED
BUILD
1
Mask R-CNN
(ResNet-50-FPN, 2x)
0.389
--
2
Mask R-CNN
(ResNet-50-FPN)
0.373
0.377