How to use summaries on tensorflow's retrain inception final layer

I have been sucessfully using tensorflow's tutorial on retraining the final layer to handle new classes and I would like to add some summaries to check how the cross-entropy is evolving.

I have looked into the documentation and tried to replicate it but I wasn't successful. Right now, I can launch tensorboard and see the graph but nothing else is displayed on the other tabs (events, images, histograms).

Has anyone added summaries to the inception retraining example?

Thanks in advance

Solution

I added TensorBoard summaries to the stock code for the TensorFlow image retraining tutorial. You can checkout the latest TensorFlow code on GitHub if you want to use TensorBoard with the tutorial. I also wrote a blog post about it if you're interested in more details.