Uninstalling TensorFlow from Anaconda environment

If you have installed using pip then use:

pip uninstall tensorflow 

You can remove a package with the conda remove command. So for TensorFlow this would be conda remove tensorflow.

The following helped me to completely remove Tensorflow after I used conda remove tensorflow and pip uninstall tensorflow

python3 -m pip uninstall protobuf 
python3 -m pip uninstall tensorflow   
python3 -m pip uninstall tensorflow-gpu