code: def test_call_pil(self):
      # Initialize image_processing
      image_processing = self.image_processing_class(
          **self.image_processor_dict
      )
      # create random PIL videos
      video_inputs = self.image_processor_tester.prepare_video_inputs(
          equal_resolution=False
      )
      for video in video_inputs:
          self.assertIsInstance(video, list)
          self.assertIsInstance(video[0], Image.Image)
  
      # Test not batched input
      (
          expected_height,
          expected_width,
      ) = self.image_processor_tester.get_expected_values(video_inputs)
      encoded_videos = image_processing(
          video_inputs[0], return_tensors="pt"
      ).pixel_values
      self.assertEqual(
          encoded_videos.shape,
          (
              1,
              self.image_processor_tester.num_frames,
              self.image_processor_tester.num_channels,
              expected_height,
              expected_width,
          ),
      )
  
      # Test batched
      (
          expected_height,
          expected_width,
      ) = self.image_processor_tester.get_expected_values(
          video_inputs, batched=True
      )
      encoded_videos = image_processing(
          video_inputs, return_tensors="pt"
      ).pixel_values
      self.assertEqual(
          encoded_videos.shape,
          (
              self.image_processor_tester.batch_size,
              self.image_processor_tester.num_frames,
              self.image_processor_tester.num_channels,
              expected_height,
              expected_width,
          ),
      )
  
imports: import unittest
  from typing import Dict, List, Optional, Union
  import numpy
  from transformers.image_transforms import PaddingMode
  from transformers.testing_utils import require_torch, require_vision
  from transformers.utils import is_torch_available, is_vision_available
  from ...test_image_processing_common import ImageProcessingTestMixin, prepare_video_inputs
label_desc: Use image node_id 5 for calling the TvpImageProcessingTest obj's underlying member method code with example usage: obj.test_call_pil() without return types