使用 Tensorflow 的對象檢測 API

Question

我正在嘗試使用 Tensorflow 運行用於對象檢測的代碼。但是當我運行它時出現以下錯誤。請幫助我。

>protoc object_detection/protos/*.proto --python_out=.
>export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim
>python object_detection/builders/model_builder_test.py


Traceback (most recent call last):
  File "object_detection/builders/model_builder_test.py", line 20, in <module>
    import tensorflow as tf
  File "/home/dora/.local/lib/python2.7/site-packages/tensorflow/__init__.py", line 24, in <module>
    from tensorflow.python import pywrap_tensorflow  # pylint: disable=unused-import
  File "/home/dora/.local/lib/python2.7/site-packages/tensorflow/python/__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "/home/dora/.local/lib/python2.7/site-packages/tensorflow/python/pywrap_tensorflow.py", line 74, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "/home/dora/.local/lib/python2.7/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "/home/dora/.local/lib/python2.7/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "/home/dora/.local/lib/python2.7/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
ImportError: libcublas.so.10.0: cannot open shared object file: No such file or directory


Failed to load the native TensorFlow runtime.

See https://www.tensorflow.org/install/errors

for some common reasons and solutions.  Include the entire stack trace
above this error message when asking for help.

Answer 1

它與 GPU 庫有關。 確保您已安裝 CUDA 10.0 並按照所有步驟安裝 tensorflow-gpu

cuda 文件夾中缺少 libcublas.so.10.0 文件。 請確保該文件存在於安裝文件夾中並確保它在 Path 中