vis_eval_root.yaml

defaults:
  - logging: vis_eval
  - _self_
  - model/sam@model.sam_generator.model: sam_vit_huge
  - model@model.model: ???

model:
  _target_: sam_pt.modeling.vis_to_vos_adapter.SamBasedVisToVosAdapter
  max_num_masks: 100
  masks_batch_size: 100
  visualize_results: true
  max_videos_to_visualize: 30
  sam_generator:
    _target_: segment_anything.automatic_mask_generator.SamAutomaticMaskGenerator
    model: ???
    points_per_side: 32
    points_per_batch: 64
    pred_iou_thresh: 0.88
    stability_score_thresh: 0.95
    stability_score_offset: 1.0
    box_nms_thresh: 0.7
    crop_n_layers: 0
    crop_nms_thresh: 0.7
    crop_overlap_ratio: 512 / 1500
    crop_n_points_downscale_factor: 1
    point_grids: null
    min_mask_region_area: 0
    output_mode: "binary_mask"

output: results

device: cuda
num_gpus_per_machine: 1
num_machines: 1
machine_rank: 0
dist_url: tcp://127.0.0.1:27036

DETECTRON2_CONFIG:
  CUDNN_BENCHMARK: false
  DATALOADER:
    ASPECT_RATIO_GROUPING: true
    FILTER_EMPTY_ANNOTATIONS: false
    NUM_WORKERS: 0
    REPEAT_THRESHOLD: 0.0
    SAMPLER_TRAIN: TrainingSampler
  DATASETS:
    PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000
    PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000
    PROPOSAL_FILES_TEST: [ ]
    PROPOSAL_FILES_TRAIN: [ ]
    TEST:
      - uvo_v1_val
    TRAIN:
      - null
  GLOBAL:
    HACK: 1.0
  INPUT:
    AUGMENTATIONS: [ ]
    COLOR_AUG_SSD: false
    CROP:
      ENABLED: false
      SINGLE_CATEGORY_MAX_AREA: 1.0
      SIZE:
        - 600
        - 720
      TYPE: absolute_range
    DATASET_MAPPER_NAME: mask_former_semantic
    FORMAT: RGB
    IMAGE_SIZE: 1024
    MASK_FORMAT: polygon
    MAX_SCALE: 2.0
    MAX_SIZE_TEST: 1333
    MAX_SIZE_TRAIN: 1333
    MIN_SCALE: 0.1
    MIN_SIZE_TEST: 360
    MIN_SIZE_TRAIN:
      - 360
      - 480
    MIN_SIZE_TRAIN_SAMPLING: choice_by_clip
    RANDOM_FLIP: flip_by_clip
    SAMPLING_FRAME_NUM: 2
    SAMPLING_FRAME_RANGE: 20
    SAMPLING_FRAME_SHUFFLE: false
    SIZE_DIVISIBILITY: -1
  MODEL:
    MASK_ON: false
    SEM_SEG_HEAD:
      NUM_CLASSES: 54
    LOAD_PROPOSALS: false
  OUTPUT_DIR: ${ output }
  SEED: -1
  TEST:
    AUG:
      ENABLED: false
      FLIP: true
      MAX_SIZE: 4000
      MIN_SIZES:
        - 400
        - 500
        - 600
        - 700
        - 800
        - 900
        - 1000
        - 1100
        - 1200
    DETECTIONS_PER_IMAGE: 10
    EVAL_PERIOD: 0
    EXPECTED_RESULTS: [ ]
    KEYPOINT_OKS_SIGMAS: [ ]
    PRECISE_BN:
      ENABLED: false
      NUM_ITER: 200
  VERSION: 2
  VIS_PERIOD: 0