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python之设置 Tensorflow 对象检测

2024年10月01日30zdz8207

我一直在尝试设置对象检测环境。

https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/installation.md

但是我卡在了这条线上;

python object_detection/builders/model_builder_test.py 

它吐出这个错误;

Traceback (most recent call last): 
  File "object_detection/builders/model_builder_test.py", line 21, in <module> 
    from object_detection.builders import model_builder 
ImportError: No module named object_detection.builders 

我的系统是;

MacOS Sierra 

pip freeze > requirements.txt

altgraph==0.10.2 
appnope==0.1.0 
backports-abc==0.5 
backports.shutil-get-terminal-size==1.0.0 
backports.weakref==1.0rc1 
bdist-mpkg==0.5.0 
bleach==1.5.0 
bonjour-py==0.3 
certifi==2017.4.17 
configparser==3.5.0 
decorator==4.0.11 
entrypoints==0.2.3 
enum34==1.1.6 
funcsigs==1.0.2 
functools32==3.2.3.post2 
html5lib==0.9999999 
ipykernel==4.6.1 
ipython==5.4.1 
ipython-genutils==0.2.0 
ipywidgets==6.0.0 
Jinja2==2.9.6 
jsonschema==2.6.0 
jupyter==1.0.0 
jupyter-client==5.0.1 
jupyter-console==5.1.0 
jupyter-core==4.3.0 
lxml==3.8.0 
macholib==1.5.1 
Markdown==2.2.0 
MarkupSafe==1.0 
matplotlib==1.3.1 
mistune==0.7.4 
mock==2.0.0 
modulegraph==0.10.4 
nbconvert==5.2.1 
nbformat==4.3.0 
nose==1.3.7 
notebook==5.0.0 
numpy==1.13.0 
olefile==0.44 
pandocfilters==1.4.1 
pathlib2==2.3.0 
pbr==3.1.1 
pexpect==4.2.1 
pickleshare==0.7.4 
Pillow==4.1.1 
prompt-toolkit==1.0.14 
protobuf==3.3.0 
ptyprocess==0.5.1 
py2app==0.7.3 
Pygments==2.2.0 
pyobjc-core==2.5.1 
pyobjc-framework-Accounts==2.5.1 
pyobjc-framework-AddressBook==2.5.1 
pyobjc-framework-AppleScriptKit==2.5.1 
pyobjc-framework-AppleScriptObjC==2.5.1 
pyobjc-framework-Automator==2.5.1 
pyobjc-framework-CFNetwork==2.5.1 
pyobjc-framework-Cocoa==2.5.1 
pyobjc-framework-Collaboration==2.5.1 
pyobjc-framework-CoreData==2.5.1 
pyobjc-framework-CoreLocation==2.5.1 
pyobjc-framework-CoreText==2.5.1 
pyobjc-framework-DictionaryServices==2.5.1 
pyobjc-framework-EventKit==2.5.1 
pyobjc-framework-ExceptionHandling==2.5.1 
pyobjc-framework-FSEvents==2.5.1 
pyobjc-framework-InputMethodKit==2.5.1 
pyobjc-framework-InstallerPlugins==2.5.1 
pyobjc-framework-InstantMessage==2.5.1 
pyobjc-framework-LatentSemanticMapping==2.5.1 
pyobjc-framework-LaunchServices==2.5.1 
pyobjc-framework-Message==2.5.1 
pyobjc-framework-OpenDirectory==2.5.1 
pyobjc-framework-PreferencePanes==2.5.1 
pyobjc-framework-PubSub==2.5.1 
pyobjc-framework-QTKit==2.5.1 
pyobjc-framework-Quartz==2.5.1 
pyobjc-framework-ScreenSaver==2.5.1 
pyobjc-framework-ScriptingBridge==2.5.1 
pyobjc-framework-SearchKit==2.5.1 
pyobjc-framework-ServiceManagement==2.5.1 
pyobjc-framework-Social==2.5.1 
pyobjc-framework-SyncServices==2.5.1 
pyobjc-framework-SystemConfiguration==2.5.1 
pyobjc-framework-WebKit==2.5.1 
pyOpenSSL==0.13.1 
pyparsing==2.0.1 
python-dateutil==2.6.0 
pytz==2013.7 
pyzmq==16.0.2 
qtconsole==4.3.0 
scandir==1.5 
scipy==0.13.0b1 
simplegeneric==0.8.1 
singledispatch==3.4.0.3 
six==1.10.0 
tensorflow==1.2.0 
terminado==0.6 
testpath==0.3.1 
tornado==4.5.1 
traitlets==4.3.2 
vboxapi==1.0 
virtualenv==15.1.0 
wcwidth==0.1.7 
webencodings==0.5.1 
Werkzeug==0.12.2 
widgetsnbextension==2.0.0 
xattr==0.6.4 
zope.interface==4.1.1 

如果有人有线索,请。

编辑 1

我正在使用 virtualenv,但找不到 tensorflow/models/目录;

(objectDetects) $ pip show tensorflow 
Name: tensorflow 
Version: 1.2.0 
Summary: TensorFlow helps the tensors flow 
Home-page: http://tensorflow.org/ 
Author: Google Inc. 
Author-email: opensource@google.com 
License: Apache 2.0 
Location: /tensorflow/objectDetects/lib/python2.7/site-packages 
Requires: bleach, werkzeug, html5lib, six, markdown, backports.weakref, wheel, numpy, mock, protobuf 

所以我尝试从根文件夹导出它,它吐出一个新的错误;

(objectDetects) $ export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim 
(objectDetects) $ python object_detection/builders/model_builder_test.py 
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 "/tensorflow/objectDetects/object_detection/builders/model_builder.py", line 30, in <module> 
    from object_detection.models import faster_rcnn_inception_resnet_v2_feature_extractor as frcnn_inc_res 
  File "/tensorflow/objectDetects/object_detection/models/faster_rcnn_inception_resnet_v2_feature_extractor.py", line 29, in <module> 
    from nets import inception_resnet_v2 
ImportError: No module named nets 

请您参考如下方法:

尝试将库添加到 python 路径。
从 tensorflow/models 目录运行以下命令。

# From tensorflow/models/ 
export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim 

现在代码将成功运行。此命令需要从您启动的每个新终端运行。如果您希望避免手动运行它,您可以将其作为新行添加到 ~/.bashrc 文件的末尾。

更多信息请查看installation link : 将库添加到 PYTHON PATH 部分。