Jump to content
Hanshogeland

Get reference pictures from preview to learn a neural network

Recommended Posts

Posted · Get reference pictures from preview to learn a neural network

Hi,

I’m working on a project where I have trained a neural network model ”CNN” with data from the preview in Cura. The CNN are capable of predicting the outcom of the print - pass failed for each layer, and I’d like to write a plugin to Cura where I’d get pictures from a couple of angles from each layer in the preview. These pictures will then be sent via SSH to the SBC ”Jetson Nano” having duet 3 board connected. This will enable the possibillty to verify the print on the fly. So before I dive into the Plugin writing I’m wondering if it’s even possible to generate pictures using code in a plugin?

5EE35D9A-3D0E-4D12-A2FA-1179FFBDABB9.jpeg

689BAC0B-EA88-4376-9CC6-9F9A28A1CA08.jpeg

1B555031-BB37-4212-BF80-0058EFB3C278.png

Share this post


Link to post
Share on other sites
Posted · Get reference pictures from preview to learn a neural network

You could have a look at how the UFP Writer plugin creates thumbnails.

  • Like 2

Share this post


Link to post
Share on other sites
Posted · Get reference pictures from preview to learn a neural network

Interesting idea! I'd love to hear about your progress. if you need any specific advice on how to make the plugin, feel free to contact me.

Share this post


Link to post
Share on other sites

Create an account or sign in to comment

You need to be a member in order to leave a comment

Create an account

Sign up for a new account in our community. It's easy!

Register a new account

Sign in

Already have an account? Sign in here.

Sign In Now

×
×
  • Create New...

Important Information

Welcome to the Ultimaker Community of 3D printing experts. Visit the following links to read more about our Terms of Use or our Privacy Policy. Thank you!