configs/base.yaml

optimizer:
  name: "Adam"
  lr: 0.0001
  betas: [0.9, 0.999]
  eps: 1e-8
  weight_decay: 0.01
      
dataset:
  train_dataset:
    anchors: "centroid"
    augmentations:
      GaussianBlur:
        blur_limit:
        - 3
        - 7
        p: 0.2
        sigma_limit: 0
      MotionBlur:
        blur_limit:
        - 3
        - 7
        p: 0.2
      RandomBrightnessContrast:
        brightness_limit: 0.1
        contrast_limit: 0.3
        p: 0.3
      Rotate:
        limit: 45
        p: 0.3
    dir:
      path: "./data/train"
      labels_suffix: ".slp"
      vid_suffix: ".mp4"
    clip_length: 32
    padding: 0
    crop_size: 70

logging:
  logger_type: null
  name: "example_train"

trainer:
  max_epochs: 3
  min_epochs: 1