mask_cascade_rcnn_ResNeSt_200_FPN_dcn_syncBN_all_tricks_3x.yaml

_BASE_: "../Base-RCNN-FPN.yaml"
MODEL:
  WEIGHTS: "https://s3.us-west-1.wasabisys.com/resnest/detectron/resnest200_detectron-02644020.pth"
  MASK_ON: True
  RESNETS:
    DEPTH: 200
    STRIDE_IN_1X1: False
    RADIX: 2
    DEFORM_ON_PER_STAGE: [False, True, True, True] # on Res3,Res4,Res5
    DEFORM_MODULATED: True
    DEFORM_NUM_GROUPS: 2
    NORM: "SyncBN"
  FPN:
    NORM: "SyncBN"
  ROI_HEADS:
    NAME: CascadeROIHeads
  ROI_BOX_HEAD:
    NAME: "FastRCNNConvFCHead"
    NUM_CONV: 4
    NUM_FC: 1
    NORM: "SyncBN"
    CLS_AGNOSTIC_BBOX_REG: True
  ROI_MASK_HEAD:
    NUM_CONV: 8
    NORM: "SyncBN"
  RPN:
    POST_NMS_TOPK_TRAIN: 2000
  PIXEL_MEAN: [123.68, 116.779, 103.939]
  PIXEL_STD: [58.393, 57.12, 57.375]
SOLVER:
  IMS_PER_BATCH: 16
  BASE_LR: 0.02
  STEPS: (240000, 255000)
  MAX_ITER: 270000
INPUT:
  MIN_SIZE_TRAIN: (640, 864)
  MIN_SIZE_TRAIN_SAMPLING: "range"
  MAX_SIZE_TRAIN: 1440
  CROP:
    ENABLED: True
  FORMAT: "RGB"
TEST:
  PRECISE_BN:
    ENABLED: True
  AUG:
    ENABLED: False