code: def __init__(
      self,
      crop_width=128,
      crop_height=128,
      target_size=(224, 224),
      reference_size=(224, 224),
      stable_points=(0, 1),
      start_idx=0,
      stop_idx=2,
      resize=(96, 96),
  ):
      self.reference = np.array(
          ([[51.64568, 0.70204943], [171.95107, 159.59505]])
      )
      self.crop_width = crop_width
      self.crop_height = crop_height
      self.start_idx = start_idx
      self.stop_idx = stop_idx
      self.resize = resize
  
file_path: audio/examples/avsr/data_prep/detectors/mediapipe/video_process.py
imports: import cv2
  import numpy
  from skimage import transform
label_desc: Use image node_id 1 to create a new VideoProcess object  with example: obj = VideoProcess(crop_width, crop_height, target_size, reference_size, stable_points, start_idx, stop_idx, resize)