Skip to content

Latest commit

 

History

History
23 lines (16 loc) · 2.06 KB

MODEL_ZOO.md

File metadata and controls

23 lines (16 loc) · 2.06 KB
Raw

DensePose Model Zoo

RPN Files

Herein, we provide RPN files for DensePose-COCO dataset train, minival and valminusminival partitions.

The RPN results are obtained using the models provided in the Detectron model-zoo. For performance measures please refer to this file.

X-101-32x8d-FPN: [train] [minival] [valminusminival]

R-50-FPN: [train] [minival] [valminusminival]

DensePose-RCNN Models

Model AP AP50 AP75 APm APl
ResNet50_FPN_s1x 0.4748 0.8368 0.4820 0.4262 0.4948
ResNet50_FPN_s1x-e2e 0.4892 0.8490 0.5078 0.4384 0.5059
ResNet101_FPN_s1x 0.4978 0.8521 0.5276 0.4373 0.5164
ResNet101_FPN_s1x-e2e 0.5147 0.8660 0.5601 0.4716 0.5291
ResNet101_FPN_32x8d_s1x 0.5095 0.8590 0.5381 0.4605 0.5272
ResNet101_FPN_32x8d_s1x-e2e 0.5554 0.8908 0.6080 0.5067 0.5676

Please note that due to the new per-part normalization the AP numbers do not match those reported in the paper, which are obtained with global normalization factor K = 0.255.