'ImportError('Could not import PIL.Image. ' working with keras-ternsorflow

I'm following some lectures from lynda.com about deep learning using Keras-TensorFlow in a PyCharmCE enviroment and they didn't have this problem. I get this error:

raise ImportError('Could not import PIL.Image. ' ImportError: Could not import PIL.Image. The use of array_to_img requires PIL.

I have checked if others get the same error, but for me installing pillow using pip with the command pip install Pillow doesn't solve anything.

MacBook-Pro-de-Rogelio:~ Rogelio$ pip install Pillow Requirement already satisfied: Pillow in ./anaconda3/lib/python3.6/site-packages MacBook-Pro-de-Rogelio:~ Rogelio$

Any solution?

Solution 1:^[1]

All you need to do is install pillow:

pip install pillow

Then you should be all set. Found this after hours of searching.

Solution 2:^[2]

I had the exact same error and I fixed it the following way:

1) Run this command in your Jupyter Notebook:

import sys
from PIL import Image
sys.modules['Image'] = Image

2) Run the following two lines in your notebook to be sure that they are correctly pointing to the same directory (if not it's because your PIL old library is messing up with the Pillow library)

from PIL import Image
print(Image.__file__)

import Image
print(Image.__file__)

3) If that's working correctly and both import prints pointing to the same python3 directory then move on. If not: 3.a) Go to your OS console and to your conda environment (be sure you are working within your desire conda environment) :

conda uninstall PIL
conda uninstall Pillow
conda install Pillow

You should now have successfully installed all the libraries for Pillow and let behind any problems with PIL. 3.b) Now try to execute the code of your jupyer notebook again, now the paths to both the imports should look exactly the same

4) Now, in the OS console/terminal, having your desired conda environment active, run the following commands:

conda install keras
conda install tensorflow

5) Run your jupyter notebook script again, It should be fixed and working now!

If it's still not working, it must be because you have opened a jupyter notebook kernel that's not point to the right environment. Fix that and you will be fine!

Solution 3:^[3]

If this problem is being seen on an Anaconda env, use

conda install pillow

and reopen

Solution 4:^[4]

I ran into a similar issue with keras + tensorflow + miniconda.

I followed this advice from this issue : https://github.com/asataniAIR/Image_DL_Tutorial/issues/4 and did a pip install in conda admin console. So I enter

pip install --upgrade tensorflow keras numpy pandas sklearn pillow

on anaconda prompt, and add from sklearn.preprocessing import LabelEncoder in python code instead from PIL import Image

Solution 5:^[5]

Here's what worked for me. Uninstall the conda version of pillow and install the pip version, then restart the kernel of your Jupyter Notebook

conda uninstall --force pillow


pip install pillow

Solution 6:^[6]

pip install pillow This did it for me as well.

I am using Jupyter Notebook, and Tensorflow2.0 Keras. To set the context, I got this error when i was trying to use builtin image.load_img() function in Keras. You will have to restart your kernel as well after doing this install.

Solution 7:^[7]

I had the exact same question. And I fixed it by changing my environment variables. Because I had two versions of python in my windows PC.

So I changed the priority, and moved the python 3.x version at the top position.

Then I reinstalled the pillow, and the problem was solved.

Solution 8:^[8]

if pip and conda installing is not working for you try to:

pip3 install pillow

and then:

from PIL import Image

It should work! Check your python version and which one are you using as default! :)

Solution 9:^[9]

Using a conda environment run conda install pillow. If you're using Jupyter notebook, don't forget to restart the Kernel.

This just worked for me.

Solution 10:^[10]

If anyone wondering the above-mentioned process can be implemented using anaconda navigator.

Open the navigator, go to the Environments tab you are currently working and search pillow from the uninstalled tab before the search tab (if it's not installed in the current environment you are working)

Then select pillow and apply. Install then.

After that go to Home tab and launch Spyder.

Solution 11:^[11]

If your using Anaconda 3, u have to install Pillow in the environment that your working on. just go to the not install section and search for Pillow, then install it to the environment. This way will nail the problem for you.

Solution 12:^[12]

Install these:

$ pip install pillow -U

$ pip install pathlib -U

Solution 13:^[13]

I encountered the same problem while working on Pycharm. Even after trying various methods on the internet, I could not solve it. When I ran the code on Jupyter notebook, it asked me to install the module, SciPy. I installed it and the code is now working on Pycharm.

Solution 14:^[14]

It may be a version issue, I had this issue with TensorFlow 3.2.0 and setting pillow to 8.2.0 worked for me somehow along the way of uninstall/reinstall/restart.

Sources

This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.

Source: Stack Overflow

Solution	Source
Solution 1	Lux
Solution 2	Pdubbs
Solution 3	mistertandon
Solution 4	Brown Bear
Solution 5	dpacman
Solution 6	Yuvraj Sharma
Solution 7	Tân
Solution 8	Stephi
Solution 9	Nyakundi Lamech
Solution 10	user13870683
Solution 11	Wanna_know_more
Solution 12	Paul Addai
Solution 13	James Albert
Solution 14	Profiterole

'ImportError('Could not import PIL.Image. ' working with keras-ternsorflow

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