class_docstr: Defines the ExplainerManager for explaining an image-based model.
class_docstr_tok: ["Defines","the","ExplainerManager","for","explaining","an","image-based","model","."]
docstr: Check if the task is an object detection task.
  
  :return: True if the task is an object detection task.
  :rtype: bool
docstr_tok: ["Check","if","the","task","is","an","object","detection","task",".",":","return",":","True","if","the","task","is","an","object","detection","task",".",":","rtype",":","bool"]
code: def _is_object_detection_task(self):
      """Check if the task is an object detection task.
  
      :return: True if the task is an object detection task.
      :rtype: bool
      """
      return self._task_type == ModelTask.OBJECT_DETECTION
  
imports: import base64
  import io
  import json
  import pickle
  import traceback
  import warnings
  from pathlib import Path
  from typing import Any, List, Optional
  import cv2
  import matplotlib.pyplot
  import numpy
  import pandas
  import shap
  from ml_wrappers import wrap_model
  from ml_wrappers.common.constants import Device
  from ml_wrappers.model.image_model_wrapper import MLflowDRiseWrapper, PytorchDRiseWrapper
  from PIL import Image, ImageDraw, ImageFont
  from shap.plots import colors
  from shap.utils._legacy import kmeans
  from vision_explanation_methods.DRISE_runner import get_drise_saliency_map
  from responsibleai._interfaces import ModelExplanationData
  from responsibleai._internal.constants import ExplainerManagerKeys
  from responsibleai._internal.constants import ListProperties, ManagerNames, Metadata
  from responsibleai._tools.shared.state_directory_management import DirectoryManager
  from responsibleai.exceptions import UserConfigValidationException
  from responsibleai.managers.base_manager import BaseManager
  from responsibleai_vision.common.constants import CommonTags, ExplainabilityDefaults, ExplainabilityLiterals, MLFlowSchemaLiterals, ModelTask, XAIPredictionLiterals
  from responsibleai_vision.utils.image_reader import get_base64_string_from_path, get_image_from_path, is_automl_image_model
label_desc: Use image node_id 15 for calling the ExplainerManager obj's underlying member method code with example usage: obj._is_object_detection_task() and returns: unknown