code: def __init__(
      self, vis_processor, text_processor, vis_root, ann_paths
  ):
      super().__init__(
          vis_processor, text_processor, vis_root, ann_paths
      )
      self.annotation = [
          ann for ann in self.annotation if ann["label"] == "correct"
      ]
  
imports: import os
  import random
  from lavis.datasets.datasets.base_dataset import BaseDataset
  from lavis.datasets.datasets.multimodal_classification_datasets import MultimodalClassificationDataset
  from lavis.datasets.datasets.caption_datasets import CaptionDataset
label_desc: Use image node_id 1 to create a new ViolinVideoCaptionDataset object from inherited base classes: BaseDataset with example: obj = ViolinVideoCaptionDataset(vis_processor, text_processor, vis_root, ann_paths)