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detectron/projects/TridentNet/configs/Base-TridentNet-Fast-C4.yaml

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  1. MODEL:

  2.   META_ARCHITECTURE: "GeneralizedRCNN"

  3.   BACKBONE:

  4.     NAME: "build_trident_resnet_backbone"

  5.   ROI_HEADS:

  6.     NAME: "TridentRes5ROIHeads"

  7.     POSITIVE_FRACTION: 0.5

  8.     BATCH_SIZE_PER_IMAGE: 128

  9.     PROPOSAL_APPEND_GT: False

  10.   PROPOSAL_GENERATOR:

  11.     NAME: "TridentRPN"

  12.   RPN:

  13.     POST_NMS_TOPK_TRAIN: 500

  14.   TRIDENT:

  15.     NUM_BRANCH: 3

  16.     BRANCH_DILATIONS: [1, 2, 3]

  17.     TEST_BRANCH_IDX: 1

  18.     TRIDENT_STAGE: "res4"

  19. DATASETS:

  20.   TRAIN: ("coco_2017_train",)

  21.   TEST: ("coco_2017_val",)

  22. SOLVER:

  23.   IMS_PER_BATCH: 16

  24.   BASE_LR: 0.02

  25.   STEPS: (60000, 80000)

  26.   MAX_ITER: 90000

  27. INPUT:

  28.   MIN_SIZE_TRAIN: (640, 672, 704, 736, 768, 800)