Import tensorflow in ROS kinetic

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Hello everyone, I am having some troubles to use Tensorflow in ROS Kinetic. The error message is: (no error with catkin_make)

process[Filter-1]: started with pid [21302]
process[CallTensorflow-2]: started with pid [21303]
Traceback (most recent call last):
  File "/usr/lib/python2.7/runpy.py", line 174, in _run_module_as_main
    "__main__", fname, loader, pkg_name)
  File "/usr/lib/python2.7/runpy.py", line 72, in _run_code
    exec code in run_globals
  File "/home/zoe/tensorflow-for-poets-2/scripts/label_image.py", line 25, in <module>
        import tensorflow as tf
    ImportError: No module named tensorflow

My python node is calling a .sh file which want to use and import tensorflow.

Tensorflow is installed on my computer as we can see:
Name: tensorflow
Version: 1.7.0
Summary: TensorFlow helps the tensors flow
Home-page: https://www.tensorflow.org/
Author: Google Inc.
Author-email: opensource@google.com
License: Apache 2.0
Location: /usr/local/lib/python3.5/dist-packages
Requires: wheel, numpy, astor, protobuf, tensorboard, termcolor, gast, absl-py, grpcio, six

As tensorflow is installed in python 3.5 I can only import with python3 in the terminal

zoe@PC-ZOE:~$ python
>>> import tensorflow as tf
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
ImportError: No module named tensorflow

zoe@PC-ZOE:~$ python3
>>> import tensorflow as tf

What I have already try:

• change the header of the python node to #!/usr/bin/env python3
• add source ~/tensorflow/bin/activate at the beginning of my .sh file.
• make source ~/tensorflow/bin/activate before roslaunch
• add <run_depend>python-tensorflow-pip</run_depend> in the package.xml but I can't rosdep python-tensorflow-pip (as I see here https://answers.ros.org/question/2289... )

Can anyone help me, please? Thank you.