docstr: Function used to fill in values when rebuilding predictions with the mask
docstr_tok: ["Function","used","to","fill","in","values","when","rebuilding","predictions","with","the","mask"]
code: def _generate_empty_prediction(self) -> Dict[str, Any]:
      """Function used to fill in values when rebuilding predictions with the mask"""
      return {
          name: np.zeros(
              (1,) + self.output_shapes[name], self.output_dtypes[name]
          )
          for name in self.output_tensor_mapping
      }
  
imports: import abc
  import json
  import os
  from typing import Any, Dict, List, Optional, Tuple, Type
  import aiohttp
  import requests
  from structlog import get_logger
  from tenacity import Retrying, retry_if_exception, stop_after_attempt, wait_random_exponential
  from modelkit.core.model import AsyncModel, Model
  from modelkit.core.types import ItemType, ReturnType
  from modelkit.utils.serialization import safe_np_dump
label_desc: Use image node_id 3 for calling the TensorflowModelMixin obj's underlying member method code with example usage: obj._generate_empty_prediction() and returns: unknown