PoseTrack/configs/DensePose_ResNet50_FPN_s1x-e2e.yaml [31:63]:
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FPN:
  FPN_ON: True
  MULTILEVEL_ROIS: True
  MULTILEVEL_RPN: True
FAST_RCNN:
  ROI_BOX_HEAD: fast_rcnn_heads.add_roi_2mlp_head
  ROI_XFORM_METHOD: RoIAlign
  ROI_XFORM_RESOLUTION: 7
  ROI_XFORM_SAMPLING_RATIO: 2
BODY_UV_RCNN:
  ROI_HEAD: body_uv_rcnn_heads.add_roi_body_uv_head_v1convX
  NUM_STACKED_CONVS: 8
  NUM_PATCHES: 24
  USE_DECONV_OUTPUT: True
  CONV_INIT: MSRAFill
  CONV_HEAD_DIM: 512
  UP_SCALE: 2
  HEATMAP_SIZE: 56
  ROI_XFORM_METHOD: RoIAlign
  ROI_XFORM_RESOLUTION: 14
  ROI_XFORM_SAMPLING_RATIO: 2
  ##
  # Loss weights for annotation masks.(14 Parts)
  INDEX_WEIGHTS : 2.0
  # Loss weights for surface parts. (24 Parts)  
  PART_WEIGHTS : 0.3
  # Loss weights for UV regression.
  POINT_REGRESSION_WEIGHTS : 0.1
  ##
  BODY_UV_IMS: True 
TRAIN:
  WEIGHTS: https://dl.fbaipublicfiles.com/detectron/ImageNetPretrained/MSRA/R-50.pkl
  DATASETS: ('dense_coco_2014_train', 'dense_coco_2014_valminusminival')
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configs/DensePose_ResNet50_FPN.yaml [30:62]:
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FPN:
  FPN_ON: True
  MULTILEVEL_ROIS: True
  MULTILEVEL_RPN: True
FAST_RCNN:
  ROI_BOX_HEAD: fast_rcnn_heads.add_roi_2mlp_head
  ROI_XFORM_METHOD: RoIAlign
  ROI_XFORM_RESOLUTION: 7
  ROI_XFORM_SAMPLING_RATIO: 2
BODY_UV_RCNN:
  ROI_HEAD: body_uv_rcnn_heads.add_roi_body_uv_head_v1convX
  NUM_STACKED_CONVS: 8
  NUM_PATCHES: 24
  USE_DECONV_OUTPUT: True
  CONV_INIT: MSRAFill
  CONV_HEAD_DIM: 512
  UP_SCALE: 2
  HEATMAP_SIZE: 56
  ROI_XFORM_METHOD: RoIAlign
  ROI_XFORM_RESOLUTION: 14
  ROI_XFORM_SAMPLING_RATIO: 2
  ##
  # Loss weights for annotation masks.(14 Parts)
  INDEX_WEIGHTS : 2.0
  # Loss weights for surface parts. (24 Parts)  
  PART_WEIGHTS : 0.3
  # Loss weights for UV regression.
  POINT_REGRESSION_WEIGHTS : 0.1
  ##
  BODY_UV_IMS: True 
TRAIN:
  WEIGHTS: https://dl.fbaipublicfiles.com/detectron/ImageNetPretrained/MSRA/R-50.pkl
  DATASETS: ('dense_coco_2014_train', 'dense_coco_2014_valminusminival')
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