d_e2e_faster_rcnn_X_101_32x8d_FPN_1x_visdrone.yaml

MODEL:
  META_ARCHITECTURE: "GeneralizedRCNN"
  WEIGHT: "e2e_faster_rcnn_X_101_32x8d_FPN_1x.pth"
  BACKBONE:
    CONV_BODY: "R-101-FPN"
    FREEZE_CONV_BODY_AT: 5
  RPN:
    USE_FPN: True
    ANCHOR_STRIDE: (4, 8, 16, 32, 64)
    PRE_NMS_TOP_N_TRAIN: 1000
    PRE_NMS_TOP_N_TEST: 1000
    POST_NMS_TOP_N_TEST: 1000
    FPN_POST_NMS_TOP_N_TEST: 1000
  ROI_HEADS:
    USE_FPN: True
  ROI_BOX_HEAD:
    POOLER_RESOLUTION: 7
    POOLER_SCALES: (0.25, 0.125, 0.0625, 0.03125)
    POOLER_SAMPLING_RATIO: 2
    FEATURE_EXTRACTOR: "FPN2MLPFeatureExtractor"
    PREDICTOR: "FPNPredictor"
  RESNETS:
    BACKBONE_OUT_CHANNELS: 256
    STRIDE_IN_1X1: False
    NUM_GROUPS: 32
    WIDTH_PER_GROUP: 8
DATASETS:
  TRAIN: ("giro1_train", "giro4_train", "giro8_train",)
  TEST: ("giro1_test","giro4_test","giro8_test",)
DATALOADER:
  SIZE_DIVISIBILITY: 32
  NUM_WORKERS: 0
SOLVER:
  BASE_LR: 0.00004
  WEIGHT_DECAY: 0.0001
  STEPS: (480000, 640000,)
  MAX_ITER: 1600
  IMS_PER_BATCH: 2
TEST:
  IMS_PER_BATCH: 1