Mask_rcnn: Plot loss Mask R-CNN

[Ujang24]

As in any other DL, we need to train with a lot of epoch to have a good result.
One way to evaluate our model is using loss values.

Anyone knows where does loss values are stored?
There are some loss values given by Mask R-CNN. How to plot it?

[keineahnung2345]

You can use tensorboard. Just type tensorboard --logdir=<your-log-dir> in command line, and go to http://your-ip:6006 using a browser.

[Ujang24]

Thank you for the answer. I have tried that command line. But I got this message when I opened the browser:

This site can’t be reached desktop-fhr24ns refused to connect.
Search Google for desktop fhr24ns 6006
ERR_CONNECTION_REFUSED

I tried once again the command line, now it even cant do the process with this error

(tensorflow) D:\S3\Sandwich-Program\Program\Mask-RCNN-Matterport\samples\balloon>tensorboard --logdir=logs
Unable to create process using 'C:\Users\Lenovo\Anaconda3\envs\tensorflow\python.exe C:\Users\Lenovo\Anaconda3\envs\tensorflow\Scripts\tensorboard-script.py --logdir=logs'

PS: in the documentation, it said that I don't have to give "=". I have tried with and without "=" but both gave errors.

Any help will be appreciated

[keineahnung2345]

Maybe http://127.0.0.1:6006 will work, take it a try!

[Ujang24]

Thank you for the suggestion.
It gave the same error.

[keineahnung2345]

Check this out: https://github.com/tensorflow/tensorflow/issues/9701

[jayhou07]

I met the same problem using win10 64bit. And as @keineahnung2345 said, that issue contained the solution: use tensorboard --logdir=<your-log-dir> --host=localhost.

[loyanie]

Hello, I'm using matterport mask rcnn for instance segmentation but I would like to know how to plot loss and mAP graphs against epochs respectively