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Mask R-CNN

Introduction

@article{He_2017,
   title={Mask R-CNN},
   journal={2017 IEEE International Conference on Computer Vision (ICCV)},
   publisher={IEEE},
   author={He, Kaiming and Gkioxari, Georgia and Dollar, Piotr and Girshick, Ross},
   year={2017},
   month={Oct}
}

COCO Instance Segmentation Baselines

Model Lr sched Infer time (fps) box AP mask AP Download
R50-FPN 1x 30.30 38.3 34.9 model | log
R50-FPN 3x 30.30 40.7 36.8 model | log