preprocess/detectron2/projects/PointRend/configs/InstanceSegmentation/Base-Implicit-PointRend.yaml

_BASE_: "../../../../configs/Base-RCNN-FPN.yaml"
MODEL:
  MASK_ON: true
  ROI_MASK_HEAD:
    NAME: "ImplicitPointRendMaskHead"
    POOLER_TYPE: ""  # No RoI pooling, let the head process image features directly
    FC_DIM: 1024
    NUM_FC: 2
  POINT_HEAD:
    NAME: "ImplicitPointHead"
    FC_DIM: 256
    NUM_FC: 3
    IN_FEATURES: ["p2"]
    NUM_CLASSES: 80
    CLS_AGNOSTIC_MASK: False
    TRAIN_NUM_POINTS: 196
    SUBDIVISION_STEPS: 3
    SUBDIVISION_NUM_POINTS: 784
  IMPLICIT_POINTREND:
    IMAGE_FEATURE_ENABLED: True
    POS_ENC_ENABLED: True
    PARAMS_L2_REGULARIZER: 0.00001
INPUT:
  # PointRend for instance segmentation does not work with "polygon" mask_format.
  MASK_FORMAT: "bitmask"