AttributeError: could not import keras and segmentation models

AttributeError: could not import keras and segmentation models

我正在尝试导入分割模型和 keras,但出现属性错误,我使用的是 tensor flow 版本 2.5.0

import tensorflow as tf
import segmentation_models as sm
import glob
import cv2
import os
import numpy as np
from matplotlib import pyplot as plt
import keras 

from keras.utils import normalize
from keras.metrics import MeanIoU

属性错误:

AttributeError: module 'keras.utils.generic_utils' has no attribute 'populate_dict_with_module_objects'

我按照其他问题的建议尝试安装tensorflow 2.1.0版本来解决问题,但问题依然存在,不胜感激。

按照评论中的建议,我正在更新 pip 列表的输出

点列表:

pip list
Package                            Version
---------------------------------- -------------------
absl-py                            0.12.0
alabaster                          0.7.12
anaconda-client                    1.8.0
anaconda-navigator                 2.0.3
anaconda-project                   0.10.0
antlr4-python3-runtime             4.8
anyio                              2.2.0
appdirs                            1.4.4
argh                               0.26.2
argon2-cffi                        20.1.0
arrow                              0.13.1
asn1crypto                         1.4.0
astroid                            2.6.0
astropy                            4.2.1
astunparse                         1.6.3
async-generator                    1.10
atomicwrites                       1.4.0
attrs                              21.2.0
autopep8                           1.5.6
Babel                              2.9.1
backcall                           0.2.0
backports.functools-lru-cache      1.6.4
backports.shutil-get-terminal-size 1.0.0
backports.tempfile                 1.0
backports.weakref                  1.0.post1
beautifulsoup4                     4.9.3
binaryornot                        0.4.4
bitarray                           2.1.0
bkcharts                           0.2
black                              21.4b2
bleach                             3.3.0
bokeh                              2.3.2
boto                               2.49.0
Bottleneck                         1.3.2
brotlipy                           0.7.0
cachetools                         4.2.2
certifi                            2021.5.30
cffi                               1.14.5
chardet                            4.0.0
click                              8.0.1
cloudpickle                        1.6.0
clyent                             1.2.2
colorama                           0.4.4
conda                              4.10.1
conda-build                        3.21.4
conda-content-trust                0+unknown
conda-pack                         0.6.0
conda-package-handling             1.7.3
conda-repo-cli                     1.0.4
conda-token                        0.3.0
conda-verify                       3.4.2
contextlib2                        0.6.0.post1
cookiecutter                       1.7.2
cryptography                       3.4.7
cycler                             0.10.0
Cython                             0.29.23
cytoolz                            0.11.0
dask                               2021.6.2
decorator                          4.4.2
defusedxml                         0.7.1
detectron2                         0.4.1
diff-match-patch                   20200713
distributed                        2021.6.2
docutils                           0.17.1
efficientnet                       1.0.0
entrypoints                        0.3
et-xmlfile                         1.1.0
fast-slic                          0.4.0
fastcache                          1.1.0
filelock                           3.0.12
flake8                             3.9.0
Flask                              1.1.2
flatbuffers                        1.12
fsspec                             2021.6.0
future                             0.18.2
fvcore                             0.1.5.post20210609
gast                               0.4.0
gco-wrapper                        3.0.7
gevent                             21.1.2
glob2                              0.7
gmpy2                              2.0.8
google-auth                        1.31.0
google-auth-oauthlib               0.4.4
google-pasta                       0.2.0
greenlet                           1.1.0
grpcio                             1.34.1
h5py                               3.1.0
HeapDict                           1.0.1
html5lib                           1.1
hydra-core                         1.1.0
idna                               2.10
image-classifiers                  1.0.0
imageio                            2.9.0
imagesize                          1.2.0
importlib-metadata                 3.10.0
importlib-resources                5.1.4
ImSegm                             0.1.8
inflection                         0.5.1
iniconfig                          1.1.1
intervaltree                       3.1.0
iopath                             0.1.8
ipykernel                          5.3.4
ipython                            7.22.0
ipython-genutils                   0.2.0
ipywidgets                         7.6.3
isort                              5.9.1
itsdangerous                       2.0.1
jdcal                              1.4.1
jedi                               0.17.2
jeepney                            0.6.0
Jinja2                             2.11.3
jinja2-time                        0.2.0
joblib                             1.0.1
json5                              0.9.6
jsonschema                         3.2.0
jupyter                            1.0.0
jupyter-client                     6.1.12
jupyter-console                    6.4.0
jupyter-core                       4.7.1
jupyter-packaging                  0.7.12
jupyter-server                     1.4.1
jupyterlab                         3.0.14
jupyterlab-pygments                0.1.2
jupyterlab-server                  2.4.0
jupyterlab-widgets                 1.0.0
Keras                              2.3.1
Keras-Applications                 1.0.8
keras-nightly                      2.5.0.dev2021032900
Keras-Preprocessing                1.1.2
keyring                            23.0.1
kiwisolver                         1.3.1
lazy-object-proxy                  1.6.0
libarchive-c                       2.9
llvmlite                           0.36.0
locket                             0.2.1
lxml                               4.6.3
Markdown                           3.3.4
MarkupSafe                         1.1.1
matplotlib                         3.4.2
mccabe                             0.6.1
mistune                            0.8.4
mkl-fft                            1.3.0
mkl-random                         1.2.1
mkl-service                        2.3.0
mock                               4.0.3
more-itertools                     8.8.0
mpmath                             1.2.1
msgpack                            1.0.2
multipledispatch                   0.6.0
mypy-extensions                    0.4.3
navigator-updater                  0.2.1
nbclassic                          0.2.6
nbclient                           0.5.3
nbconvert                          6.1.0
nbformat                           5.1.3
nest-asyncio                       1.5.1
networkx                           2.5.1
nibabel                            3.2.1
nltk                               3.6.2
nose                               1.3.7
notebook                           6.4.0
np-utils                           0.5.12.1
numba                              0.53.1
numexpr                            2.7.3
numpy                              1.19.5
numpydoc                           1.1.0
oauthlib                           3.1.1
olefile                            0.46
omegaconf                          2.1.0
opencv-python                      4.4.0.46
openpyxl                           3.0.7
opt-einsum                         3.3.0
packaging                          20.9
pandas                             1.1.4
pandocfilters                      1.4.3
parso                              0.7.0
partd                              1.2.0
patchify                           0.2.3
path                               16.0.0
pathlib2                           2.3.5
pathspec                           0.8.1
pathtools                          0.1.2
patsy                              0.5.1
pbr                                5.6.0
pep8                               1.7.1
pexpect                            4.8.0
pickleshare                        0.7.5
Pillow                             8.2.0
pip                                21.1.2
pkginfo                            1.7.0
planar                             0.4
pluggy                             0.13.1
ply                                3.11
portalocker                        2.3.0
poyo                               0.5.0
prometheus-client                  0.11.0
prompt-toolkit                     3.0.17
protobuf                           3.17.3
psutil                             5.8.0
ptyprocess                         0.7.0
py                                 1.10.0
pyasn1                             0.4.8
pyasn1-modules                     0.2.8
pycocotools                        2.0.2
pycodestyle                        2.6.0
pycosat                            0.6.3
pycparser                          2.20
pycurl                             7.43.0.6
pydocstyle                         6.1.1
pydot                              1.4.2
pyerfa                             2.0.0
pyflakes                           2.2.0
Pygments                           2.9.0
pylint                             2.8.3
pyls-black                         0.4.6
pyls-spyder                        0.3.2
pyodbc                             4.0.0-unsupported
pyOpenSSL                          20.0.1
pyparsing                          2.4.7
pyrsistent                         0.17.3
PySocks                            1.7.1
pytest                             6.2.4
python-dateutil                    2.8.1
python-jsonrpc-server              0.4.0
python-language-server             0.36.2
python-slugify                     5.0.2
pytz                               2021.1
PyWavelets                         1.1.1
pyxdg                              0.27
PyYAML                             5.4.1
pyzmq                              20.0.0
QDarkStyle                         3.0.2
qstylizer                          0.1.10
QtAwesome                          1.0.2
qtconsole                          5.1.0
QtPy                               1.9.0
regex                              2021.4.4
requests                           2.25.1
requests-oauthlib                  1.3.0
rope                               0.19.0
rsa                                4.7.2
Rtree                              0.9.7
ruamel-yaml-conda                  0.15.100
scikit-image                       0.18.1
scikit-learn                       0.24.2
scipy                              1.5.4
seaborn                            0.11.1
SecretStorage                      3.3.1
segmentation-models                1.0.1
Send2Trash                         1.5.0
setuptools                         57.0.0
simplegeneric                      0.8.1
singledispatch                     0.0.0
sip                                4.19.13
six                                1.15.0
sniffio                            1.2.0
snowballstemmer                    2.1.0
sortedcollections                  2.1.0
sortedcontainers                   2.4.0
soupsieve                          2.2.1
Sphinx                             4.0.2
sphinxcontrib-applehelp            1.0.2
sphinxcontrib-devhelp              1.0.2
sphinxcontrib-htmlhelp             2.0.0
sphinxcontrib-jsmath               1.0.1
sphinxcontrib-qthelp               1.0.3
sphinxcontrib-serializinghtml      1.1.5
sphinxcontrib-websupport           1.2.4
spyder                             5.0.3
spyder-kernels                     2.0.3
SQLAlchemy                         1.4.19
statsmodels                        0.12.2
sympy                              1.8
tables                             3.6.1
tabulate                           0.8.9
tblib                              1.7.0
tensorboard                        2.5.0
tensorboard-data-server            0.6.1
tensorboard-plugin-wit             1.8.0
tensorflow                         2.5.0
tensorflow-estimator               2.5.0
tensorflow-gpu                     2.5.0
termcolor                          1.1.0
terminado                          0.9.4
testpath                           0.5.0
testresources                      2.0.1
text-unidecode                     1.3
textdistance                       4.2.1
threadpoolctl                      2.1.0
three-merge                        0.1.1
tifffile                           2021.6.6
tinycss                            0.4
toml                               0.10.2
toolz                              0.11.1
torch                              1.6.0+cu101
torchvision                        0.7.0+cu101
tornado                            6.1
tqdm                               4.51.0
traitlets                          5.0.5
typed-ast                          1.4.2
typing-extensions                  3.7.4.3
ujson                              4.0.2
unicodecsv                         0.14.1
Unidecode                          1.2.0
urllib3                            1.26.5
watchdog                           1.0.2
wcwidth                            0.2.5
webencodings                       0.5.1
Werkzeug                           2.0.1
wheel                              0.36.2
whichcraft                         0.6.1
widgetsnbextension                 3.5.1
wrapt                              1.12.1
wurlitzer                          2.1.0
xlrd                               2.0.1
XlsxWriter                         1.3.8
xlwt                               1.3.0
xmltodict                          0.12.0
yacs                               0.1.8
yapf                               0.31.0
zict                               2.0.0
zipp                               3.4.1
zope.event                         4.5.0
zope.interface                     5.3.0
Note: you may need to restart the kernel to use updated packages.

我通过添加 tf.compat.v1.enable_eager_execution() 导入解决了我的问题,它工作正常

import tensorflow as tf
from tensorflow import keras 
tf.compat.v1.enable_eager_execution()
import segmentation_models as sm
import glob
import cv2
import os
import numpy as np
from matplotlib import pyplot as plt
#import keras 
from tensorflow.keras.utils import normalize
from tensorflow.keras.metrics import MeanIoU