neuralnilm
neuralnilm copied to clipboard
Is there any available, ready-to-use model/nets?
Hi Kelly, thanks for sharing your work. I am trying to run this code, but encounter the same problem as https://github.com/JackKelly/neuralnilm/issues/2
I understand that you are not supporting this repo anymore. However, I am just curious, do you have trained nets that we can just use for your test set? Because I see each experiment code (e575, e576, etc) and I guess all of them require nets for each appliance to be created/trained from scratch. And I dont see trained nets inside neuralnilm subdirectory.
Thanks again!
Hi,
Thanks for your interest. When I'm next in the office, I'll check to see if I have any trained neural nets that I can provide. No promises, though!
Have a good weekend, Thanks, Jack
I've uploaded a few nets to my FTP server:
host: achillea.doc.ic.ac.uk
port: 55555
username: anonymous
password: <your email address>
Hi, may i have the pretrained model as well? Thanks in advance.
thank you for your interest. Now that I have left Imperial, I'm afraid that pre-trained models are no longer available. Sorry.
I'd highly recommend using a modern DeepLearning framework like TensorFlow for NILM work now-a-days.
Thanks for the reply, maybe i will just do it step by step. By the way, your advice was most appreciate.
For anyone interested in this, I have successfully reimplemented Jack Kelly's rectangles architecture using Keras and made it available here: https://github.com/maechler/nnilm
Great work! Thanks!