dcvnet.yaml

NAME: DCVNet
ENCODER: 
  NAME: DCVNetBackbone
  IN_CHANNELS: 3
  OUT_CHANNELS: 256
  NORM: instance
  P_DROPOUT: 0.0
  LAYER_CONFIG: [64, 96, 128]
SIMILARITY:
  NAME: MatryoshkaDilatedCostVolumeList
  NUM_GROUPS: 1
  MAX_DISPLACEMENT: 4
  ENCODER_OUTPUT_STRIDES: [2, 8]
  DILATIONS: [[1],[1, 2, 3, 5, 9, 16]]
  NORMALIZE_FEAT_L2: False
  USE_RELU: False
DECODER:
  NAME: DCVDilatedFlowStackFilterDecoder
  FEAT_STRIDES: [2, 8]
  DILATIONS: [[1],[1, 2, 3, 5, 9, 16]]
  COST_VOLUME_FILTER:
    NAME: DCVFilterGroupConvStemJoint
    NUM_GROUPS: 1
    HIDDEN_DIM: 96
    FEAT_IN_PLANES: 128
    OUT_CHANNELS: 567
    USE_FILTER_RESIDUAL: True
    USE_GROUP_CONV_STEM: True
    NORM: none
    UNET:
      NAME: UNetBase
      NUM_GROUPS: 1
      IN_CHANNELS: 695
      HIDDEN_DIM: 96
      OUT_CHANNELS: 96
      NORM: none
      BOTTLE_NECK: 
        NAME: ASPPConv2D
        IN_CHANNELS: 192
        HIDDEN_DIM: 192
        OUT_CHANNELS: 192
        DILATIONS: [2, 4, 8]
        NUM_GROUPS: 1
        NORM: none