Я пытаюсь построить пользовательскую модель обнаружения объектов с помощью API обнаружения объектов Tensorflow . В частности, я хочу добавить оценку расстояния для каждого обнаруженного объекта. Итак, я расширил класс SSDMetaArch и адаптировал / добавил некоторые важные части. Среди прочего:
- добавлено расстояние до входа
- адаптированный протос для обработки расстояния
- создал новую головку прогнозирования для оценки расстояния
- созданы новые потери с учетом расстояний
- адаптированный шаг постобработки для вывода расстояний
После всех этих шагов тренировка, кажется, работает, и потери (включая потерю расстояния) снижаются.
Но когда я хочу оценить модель, я получаю
RuntimeError: График завершен и не может быть изменен.
В частности, следующая строка в (адаптированном) методе visualize_boxes_and_labels_on_image_array() в visualization_utils.py (около строки 700) вызывает ошибку
#the follwing line throws the error
display_str = '{}: {}% -> {}'.format(display_str, int(100 * scores[i]), int(distances[i]))
#No error is thrown using the original code
#display_str = '{}: {}%'.format(display_str, int(100 * scores[i]))
Кажется, что просто при печати значения выдается указанное выше исключение.
Мой вопрос: Я не понимаю, почему печать значения изменит график. Не могли бы вы помочь мне понять, почему это так, и, если возможно, дать мне подсказку, как мне избежать этой модификации графика.
Найдите полную ошибку ниже
INFO:tensorflow:Restoring parameters from E:/Data/OD_DE/tensorflow/models/model\model.ckpt-5103
INFO:tensorflow:Running local_init_op.
INFO:tensorflow:Done running local_init_op.
2019-04-01 13:14:30.795741: W tensorflow/core/framework/op_kernel.cc:1261]
Unknown: RuntimeError: Graph is finalized and cannot be modified.
Traceback (most recent call last):
File "..\lib\site-packages\tensorflow\python\ops\script_ops.py", line 206, in __call__
ret = func(*args)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 271, in _visualize_boxes
image, boxes, classes, scores, category_index=category_index, **kwargs)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 730, in visualize_boxes_and_labels_on_image_array
print("We were definitely here:" + str(int(distances[i])))
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 525, in _slice_helper
name=name)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 6037, in __exit__
self._name_scope.__exit__(type_arg, value_arg, traceback_arg)
File "C:\Users\JD\AppData\Local\Continuum\Anaconda3\Lib\contextlib.py", line 77, in __exit__
self.gen.throw(type, value, traceback)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 4016, in name_scope
yield "" if new_stack is None else new_stack + "/"
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 500, in _slice_helper
packed_begin, packed_end, packed_strides = (stack(begin), stack(end),
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 863, in stack
return ops.convert_to_tensor(values, name=name)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 1050, in convert_to_tensor
as_ref=False)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 1146, in internal_convert_to_tensor
ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)
File "..\lib\site-packages\tensorflow\python\framework\constant_op.py", line 229, in _constant_tensor_conversion_function
return constant(v, dtype=dtype, name=name)
File "..\lib\site-packages\tensorflow\python\framework\constant_op.py", line 214, in constant
name=name).outputs[0]
File "..\lib\site-packages\tensorflow\python\util\deprecation.py", line 488, in new_func
return func(*args, **kwargs)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 3246, in create_op
self._check_not_finalized()
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 2919, in _check_not_finalized
raise RuntimeError("Graph is finalized and cannot be modified.")
RuntimeError: Graph is finalized and cannot be modified.
Traceback (most recent call last):
File "..\lib\site-packages\tensorflow\python\client\session.py", line 1334, in _do_call
return fn(*args)
File "..\lib\site-packages\tensorflow\python\client\session.py", line 1319, in _run_fn
options, feed_dict, fetch_list, target_list, run_metadata)
File "..\lib\site-packages\tensorflow\python\client\session.py", line 1407, in _call_tf_sessionrun
run_metadata)
tensorflow.python.framework.errors_impl.UnknownError: RuntimeError: Graph is finalized and cannot be modified.
Traceback (most recent call last):
File "..\lib\site-packages\tensorflow\python\ops\script_ops.py", line 206, in __call__
ret = func(*args)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 271, in _visualize_boxes
image, boxes, classes, scores, category_index=category_index, **kwargs)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 730, in visualize_boxes_and_labels_on_image_array
print("We were definitely here:" + str(int(distances[i])))
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 525, in _slice_helper
name=name)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 6037, in __exit__
self._name_scope.__exit__(type_arg, value_arg, traceback_arg)
File "C:\Users\JD\AppData\Local\Continuum\Anaconda3\Lib\contextlib.py", line 77, in __exit__
self.gen.throw(type, value, traceback)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 4016, in name_scope
yield "" if new_stack is None else new_stack + "/"
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 500, in _slice_helper
packed_begin, packed_end, packed_strides = (stack(begin), stack(end),
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 863, in stack
return ops.convert_to_tensor(values, name=name)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 1050, in convert_to_tensor
as_ref=False)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 1146, in internal_convert_to_tensor
ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)
File "..\lib\site-packages\tensorflow\python\framework\constant_op.py", line 229, in _constant_tensor_conversion_function
return constant(v, dtype=dtype, name=name)
File "..\lib\site-packages\tensorflow\python\framework\constant_op.py", line 214, in constant
name=name).outputs[0]
File "..\lib\site-packages\tensorflow\python\util\deprecation.py", line 488, in new_func
return func(*args, **kwargs)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 3246, in create_op
self._check_not_finalized()
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 2919, in _check_not_finalized
raise RuntimeError("Graph is finalized and cannot be modified.")
RuntimeError: Graph is finalized and cannot be modified.
[[{{node map_1/while/PyFunc}} = PyFunc[Tin=[DT_UINT8, DT_FLOAT, DT_INT64, DT_FLOAT], Tout=[DT_UINT8], _class=["loc:@map_1/while/TensorArrayWrite/TensorArrayWriteV3"], token="pyfunc_1", _device="/job:localhost/replica:0/task:0/device:CPU:0"](map_1/while/Squeeze/_2907, map_1/while/TensorArrayReadV3_3/_2909, map_1/while/TensorArrayReadV3_4/_2911, map_1/while/TensorArrayReadV3_5/_2913)]]
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Program Files\JetBrains\PyCharm Community Edition 2017.2\helpers\pydev\pydevd.py", line 1596, in <module>
globals = debugger.run(setup['file'], None, None, is_module)
File "C:\Program Files\JetBrains\PyCharm Community Edition 2017.2\helpers\pydev\pydevd.py", line 1023, in run
pydev_imports.execfile(file, globals, locals) # execute the script
File "C:\Program Files\JetBrains\PyCharm Community Edition 2017.2\helpers\pydev\_pydev_imps\_pydev_execfile.py", line 18, in execfile
exec(compile(contents+"\n", file, 'exec'), glob, loc)
File "C:/Users/JD/tensorflowod/Lib/site-packages/tensorflow/models/research/object_detection/model_main.py", line 110, in <module>
tf.app.run()
File "..\lib\site-packages\tensorflow\python\platform\app.py", line 125, in run
_sys.exit(main(argv))
File "C:/Users/JD/tensorflowod/Lib/site-packages/tensorflow/models/research/object_detection/model_main.py", line 105, in main
tf.estimator.train_and_evaluate(estimator, train_spec, eval_specs[0])
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 471, in train_and_evaluate
return executor.run()
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 610, in run
return self.run_local()
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 711, in run_local
saving_listeners=saving_listeners)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 354, in train
loss = self._train_model(input_fn, hooks, saving_listeners)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 1207, in _train_model
return self._train_model_default(input_fn, hooks, saving_listeners)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 1241, in _train_model_default
saving_listeners)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 1471, in _train_with_estimator_spec
_, loss = mon_sess.run([estimator_spec.train_op, estimator_spec.loss])
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 671, in run
run_metadata=run_metadata)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1156, in run
run_metadata=run_metadata)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1255, in run
raise six.reraise(*original_exc_info)
File "c:\users\JD\appdata\local\continuum\anaconda3\lib\site-packages\six.py", line 686, in reraise
raise value
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1240, in run
return self._sess.run(*args, **kwargs)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1320, in run
run_metadata=run_metadata))
File "..\lib\site-packages\tensorflow\python\training\basic_session_run_hooks.py", line 582, in after_run
if self._save(run_context.session, global_step):
File "..\lib\site-packages\tensorflow\python\training\basic_session_run_hooks.py", line 607, in _save
if l.after_save(session, step):
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 517, in after_save
self._evaluate(global_step_value) # updates self.eval_result
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 537, in _evaluate
self._evaluator.evaluate_and_export())
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 912, in evaluate_and_export
hooks=self._eval_spec.hooks)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 478, in evaluate
return _evaluate()
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 467, in _evaluate
output_dir=self.eval_dir(name))
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 1591, in _evaluate_run
config=self._session_config)
File "..\lib\site-packages\tensorflow\python\training\evaluation.py", line 274, in _evaluate_once
session.run(eval_ops, feed_dict)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 671, in run
run_metadata=run_metadata)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1156, in run
run_metadata=run_metadata)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1255, in run
raise six.reraise(*original_exc_info)
File "c:\users\JD\appdata\local\continuum\anaconda3\lib\site-packages\six.py", line 686, in reraise
raise value
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1240, in run
return self._sess.run(*args, **kwargs)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1312, in run
run_metadata=run_metadata)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1076, in run
return self._sess.run(*args, **kwargs)
File "..\lib\site-packages\tensorflow\python\client\session.py", line 929, in run
run_metadata_ptr)
File "..\lib\site-packages\tensorflow\python\client\session.py", line 1152, in _run
feed_dict_tensor, options, run_metadata)
File "..\lib\site-packages\tensorflow\python\client\session.py", line 1328, in _do_run
run_metadata)
File "..\lib\site-packages\tensorflow\python\client\session.py", line 1348, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.UnknownError: RuntimeError: Graph is finalized and cannot be modified.
Traceback (most recent call last):
File "..\lib\site-packages\tensorflow\python\ops\script_ops.py", line 206, in __call__
ret = func(*args)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 271, in _visualize_boxes
image, boxes, classes, scores, category_index=category_index, **kwargs)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 730, in visualize_boxes_and_labels_on_image_array
print("We were definitely here:" + str(int(distances[i])))
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 525, in _slice_helper
name=name)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 6037, in __exit__
self._name_scope.__exit__(type_arg, value_arg, traceback_arg)
File "C:\Users\JD\AppData\Local\Continuum\Anaconda3\Lib\contextlib.py", line 77, in __exit__
self.gen.throw(type, value, traceback)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 4016, in name_scope
yield "" if new_stack is None else new_stack + "/"
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 500, in _slice_helper
packed_begin, packed_end, packed_strides = (stack(begin), stack(end),
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 863, in stack
return ops.convert_to_tensor(values, name=name)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 1050, in convert_to_tensor
as_ref=False)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 1146, in internal_convert_to_tensor
ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)
File "..\lib\site-packages\tensorflow\python\framework\constant_op.py", line 229, in _constant_tensor_conversion_function
return constant(v, dtype=dtype, name=name)
File "..\lib\site-packages\tensorflow\python\framework\constant_op.py", line 214, in constant
name=name).outputs[0]
File "..\lib\site-packages\tensorflow\python\util\deprecation.py", line 488, in new_func
return func(*args, **kwargs)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 3246, in create_op
self._check_not_finalized()
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 2919, in _check_not_finalized
raise RuntimeError("Graph is finalized and cannot be modified.")
RuntimeError: Graph is finalized and cannot be modified.
[[node map_1/while/PyFunc (defined at ..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py:439) = PyFunc[Tin=[DT_UINT8, DT_FLOAT, DT_INT64, DT_FLOAT], Tout=[DT_UINT8], _class=["loc:@map_1/while/TensorArrayWrite/TensorArrayWriteV3"], token="pyfunc_1", _device="/job:localhost/replica:0/task:0/device:CPU:0"](map_1/while/Squeeze/_2907, map_1/while/TensorArrayReadV3_3/_2909, map_1/while/TensorArrayReadV3_4/_2911, map_1/while/TensorArrayReadV3_5/_2913)]]
Caused by op 'map_1/while/PyFunc', defined at:
File "C:\Program Files\JetBrains\PyCharm Community Edition 2017.2\helpers\pydev\pydevd.py", line 1596, in <module>
globals = debugger.run(setup['file'], None, None, is_module)
File "C:\Program Files\JetBrains\PyCharm Community Edition 2017.2\helpers\pydev\pydevd.py", line 1023, in run
pydev_imports.execfile(file, globals, locals) # execute the script
File "C:\Program Files\JetBrains\PyCharm Community Edition 2017.2\helpers\pydev\_pydev_imps\_pydev_execfile.py", line 18, in execfile
exec(compile(contents+"\n", file, 'exec'), glob, loc)
File "C:/Users/JD/tensorflowod/Lib/site-packages/tensorflow/models/research/object_detection/model_main.py", line 110, in <module>
tf.app.run()
File "..\lib\site-packages\tensorflow\python\platform\app.py", line 125, in run
_sys.exit(main(argv))
File "C:/Users/JD/tensorflowod/Lib/site-packages/tensorflow/models/research/object_detection/model_main.py", line 105, in main
tf.estimator.train_and_evaluate(estimator, train_spec, eval_specs[0])
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 471, in train_and_evaluate
return executor.run()
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 610, in run
return self.run_local()
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 711, in run_local
saving_listeners=saving_listeners)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 354, in train
loss = self._train_model(input_fn, hooks, saving_listeners)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 1207, in _train_model
return self._train_model_default(input_fn, hooks, saving_listeners)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 1241, in _train_model_default
saving_listeners)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 1471, in _train_with_estimator_spec
_, loss = mon_sess.run([estimator_spec.train_op, estimator_spec.loss])
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 671, in run
run_metadata=run_metadata)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1156, in run
run_metadata=run_metadata)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1240, in run
return self._sess.run(*args, **kwargs)
File "..\lib\site-packages\tensorflow\python\training\monitored_session.py", line 1320, in run
run_metadata=run_metadata))
File "..\lib\site-packages\tensorflow\python\training\basic_session_run_hooks.py", line 582, in after_run
if self._save(run_context.session, global_step):
File "..\lib\site-packages\tensorflow\python\training\basic_session_run_hooks.py", line 607, in _save
if l.after_save(session, step):
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 517, in after_save
self._evaluate(global_step_value) # updates self.eval_result
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 537, in _evaluate
self._evaluator.evaluate_and_export())
File "..\lib\site-packages\tensorflow\python\estimator\training.py", line 912, in evaluate_and_export
hooks=self._eval_spec.hooks)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 478, in evaluate
return _evaluate()
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 460, in _evaluate
self._evaluate_build_graph(input_fn, hooks, checkpoint_path))
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 1484, in _evaluate_build_graph
self._call_model_fn_eval(input_fn, self.config))
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 1520, in _call_model_fn_eval
features, labels, model_fn_lib.ModeKeys.EVAL, config)
File "..\lib\site-packages\tensorflow\python\estimator\estimator.py", line 1195, in _call_model_fn
model_fn_results = self._model_fn(features=features, **kwargs)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\model_lib.py", line 443, in model_fn
eval_dict)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 931, in get_estimator_eval_metric_ops
images = self.images_from_evaluation_dict(eval_dict)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 995, in images_from_evaluation_dict
self._min_score_thresh, self._use_normalized_coordinates)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 547, in draw_side_by_side_evaluation_image
eval_dict[input_data_fields.groundtruth_distances][indx], axis=0) if input_data_fields.groundtruth_distances in eval_dict else None
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 442, in draw_bounding_boxes_on_image_tensors
images = tf.map_fn(draw_boxes, elems, dtype=tf.uint8, back_prop=False)
File "..\lib\site-packages\tensorflow\python\ops\functional_ops.py", line 494, in map_fn
maximum_iterations=n)
File "..\lib\site-packages\tensorflow\python\ops\control_flow_ops.py", line 3291, in while_loop
return_same_structure)
File "..\lib\site-packages\tensorflow\python\ops\control_flow_ops.py", line 3004, in BuildLoop
pred, body, original_loop_vars, loop_vars, shape_invariants)
File "..\lib\site-packages\tensorflow\python\ops\control_flow_ops.py", line 2939, in _BuildLoop
body_result = body(*packed_vars_for_body)
File "..\lib\site-packages\tensorflow\python\ops\control_flow_ops.py", line 3260, in <lambda>
body = lambda i, lv: (i + 1, orig_body(*lv))
File "..\lib\site-packages\tensorflow\python\ops\functional_ops.py", line 483, in compute
packed_fn_values = fn(packed_values)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 439, in draw_boxes
tf.uint8)
File "..\lib\site-packages\tensorflow\python\ops\script_ops.py", line 457, in py_func
func=func, inp=inp, Tout=Tout, stateful=stateful, eager=False, name=name)
File "..\lib\site-packages\tensorflow\python\ops\script_ops.py", line 281, in _internal_py_func
input=inp, token=token, Tout=Tout, name=name)
File "..\lib\site-packages\tensorflow\python\ops\gen_script_ops.py", line 132, in py_func
"PyFunc", input=input, token=token, Tout=Tout, name=name)
File "..\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "..\lib\site-packages\tensorflow\python\util\deprecation.py", line 488, in new_func
return func(*args, **kwargs)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 3274, in create_op
op_def=op_def)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 1770, in __init__
self._traceback = tf_stack.extract_stack()
UnknownError (see above for traceback): RuntimeError: Graph is finalized and cannot be modified.
Traceback (most recent call last):
File "..\lib\site-packages\tensorflow\python\ops\script_ops.py", line 206, in __call__
ret = func(*args)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 271, in _visualize_boxes
image, boxes, classes, scores, category_index=category_index, **kwargs)
File "..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py", line 730, in visualize_boxes_and_labels_on_image_array
print("We were definitely here:" + str(int(distances[i])))
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 525, in _slice_helper
name=name)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 6037, in __exit__
self._name_scope.__exit__(type_arg, value_arg, traceback_arg)
File "C:\Users\JD\AppData\Local\Continuum\Anaconda3\Lib\contextlib.py", line 77, in __exit__
self.gen.throw(type, value, traceback)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 4016, in name_scope
yield "" if new_stack is None else new_stack + "/"
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 500, in _slice_helper
packed_begin, packed_end, packed_strides = (stack(begin), stack(end),
File "..\lib\site-packages\tensorflow\python\ops\array_ops.py", line 863, in stack
return ops.convert_to_tensor(values, name=name)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 1050, in convert_to_tensor
as_ref=False)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 1146, in internal_convert_to_tensor
ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref)
File "..\lib\site-packages\tensorflow\python\framework\constant_op.py", line 229, in _constant_tensor_conversion_function
return constant(v, dtype=dtype, name=name)
File "..\lib\site-packages\tensorflow\python\framework\constant_op.py", line 214, in constant
name=name).outputs[0]
File "..\lib\site-packages\tensorflow\python\util\deprecation.py", line 488, in new_func
return func(*args, **kwargs)
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 3246, in create_op
self._check_not_finalized()
File "..\lib\site-packages\tensorflow\python\framework\ops.py", line 2919, in _check_not_finalized
raise RuntimeError("Graph is finalized and cannot be modified.")
RuntimeError: Graph is finalized and cannot be modified.
[[node map_1/while/PyFunc (defined at ..\Lib\site-packages\tensorflow\models\research\object_detection\utils\visualization_utils.py:439) = PyFunc[Tin=[DT_UINT8, DT_FLOAT, DT_INT64, DT_FLOAT], Tout=[DT_UINT8], _class=["loc:@map_1/while/TensorArrayWrite/TensorArrayWriteV3"], token="pyfunc_1", _device="/job:localhost/replica:0/task:0/device:CPU:0"](map_1/while/Squeeze/_2907, map_1/while/TensorArrayReadV3_3/_2909, map_1/while/TensorArrayReadV3_4/_2911, map_1/while/TensorArrayReadV3_5/_2913)]]