configs/experiment/projects/bridging/dinosaur/_preprocessing_movi_dino_feature_recon.yaml

# @package _global_
dataset:
  train_transforms:
    03_preprocessing:
      _target_: ocl.transforms.SimpleTransform
      transforms:
        image:
          _target_: torchvision.transforms.Compose
          transforms:
            - _target_: torchvision.transforms.ToTensor
            - _target_: torchvision.transforms.Resize
              size: 224
              interpolation: ${torchvision_interpolation_mode:BICUBIC}
            - "${lambda_fn:'lambda image: image.clamp(0.0, 1.0)'}" # Bicubic interpolation can get out of range
            - _target_: torchvision.transforms.Normalize
              mean: [0.485, 0.456, 0.406]
              std: [0.229, 0.224, 0.225]
      batch_transform: false
  eval_transforms:
    03_preprocessing:
      _target_: ocl.transforms.SimpleTransform
      transforms:
        image:
          _target_: torchvision.transforms.Compose
          transforms:
            - _target_: torchvision.transforms.ToTensor
            - _target_: torchvision.transforms.Resize
              size: 224
              interpolation: ${torchvision_interpolation_mode:BICUBIC}
            - "${lambda_fn:'lambda image: image.clamp(0.0, 1.0)'}" # Bicubic interpolation can get out of range
            - _target_: torchvision.transforms.Normalize
              mean: [0.485, 0.456, 0.406]
              std: [0.229, 0.224, 0.225]
        mask:
          _target_: torchvision.transforms.Compose
          transforms:
            - _target_: ocl.preprocessing.MultiMaskToTensor
            - _target_: ocl.preprocessing.ResizeNearestExact
              size: 128
      batch_transform: false