Tensorflow对象检测API - ImportError当我尝试运行model_builder_test.py时.

Question

我正在使用张量对象检测API创建一个自定义对象检测模型。我安装了本笔记本中提到的所有内容，并遵循本笔记本中提到的相同步骤，但是当我尝试运行model_builder_test.py文件

时

import os
os.environ['PYTHONPATH'] += ':/../models/research/:/../models/research/slim/'
!python object_detection/builders/model_builder_test.py

我得到以下错误:

RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
RuntimeError: module compiled against API version 0xe but this version of numpy is 0xd
Traceback (most recent call last):
File "object_detection/builders/model_builder_test.py", line 21, in <module>
from object_detection.builders import model_builder
File "/home/u83829/object_detection_usecase/tensorflow/models/research/object_detection/builders/model_builder.py", line 23, in <module>
from object_detection.builders import image_resizer_builder
File "/home/u83829/object_detection_usecase/tensorflow/models/research/object_detection/builders/image_resizer_builder.py", line 19, in <module>
from object_detection.core import preprocessor
File "/home/u83829/object_detection_usecase/tensorflow/models/research/object_detection/core/preprocessor.py", line 82, in <module>
from object_detection.core import densepose_ops
File "/home/u83829/object_detection_usecase/tensorflow/models/research/object_detection/core/densepose_ops.py", line 29, in <module>
import scipy.io
File "/glob/development-tools/versions/oneapi/2021.3/inteloneapi/intelpython/latest/lib/python3.7/site-packages/scipy/io/__init__.py", line 97, in <module>
from .matlab import loadmat, savemat, whosmat, byteordercodes
File "/glob/development-tools/versions/oneapi/2021.3/inteloneapi/intelpython/latest/lib/python3.7/site-packages/scipy/io/matlab/__init__.py", line 11, in <module>
from .mio import loadmat, savemat, whosmat
File "/glob/development-tools/versions/oneapi/2021.3/inteloneapi/intelpython/latest/lib/python3.7/site-packages/scipy/io/matlab/mio.py", line 9, in <module>
from .mio4 import MatFile4Reader, MatFile4Writer
File "/glob/development-tools/versions/oneapi/2021.3/inteloneapi/intelpython/latest/lib/python3.7/site-packages/scipy/io/matlab/mio4.py", line 9, in <module>
import scipy.sparse
File "/glob/development-tools/versions/oneapi/2021.3/inteloneapi/intelpython/latest/lib/python3.7/site-packages/scipy/sparse/__init__.py", line 228, in <module>
from .csr import *
File "/glob/development-tools/versions/oneapi/2021.3/inteloneapi/intelpython/latest/lib/python3.7/site-packages/scipy/sparse/csr.py", line 10, in <module>
from ._sparsetools import (csr_tocsc, csr_tobsr, csr_count_blocks,
ImportError: numpy.core.multiarray failed to import

我在Intel OneAPI Devcloud上使用python 3.7.10和tensorflow 2.6.0。请帮我解决这个错误。

Answer 1

试试这个，

pip uninstall numpy

,

pip install numpy

对于特定版本的numpy，

pip install numpy==1.8

Answer 2

该错误是因为您可能使用的numpy版本与tensorflow对象检测API使用的版本不兼容。要解决这个问题，可以使用下面的命令将numpy升级到最新版本。

pip install -U numpy