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snowzach / doods

DOODS - Dedicated Open Object Detection Service
MIT License
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How could i implement my own database? #73

Closed BaxBoyGH closed 2 years ago

BaxBoyGH commented 2 years ago

doods (1) Hey,

i am using this greate AddOne on Home Assistant on my 3d Printer and i would like to scan for any print failures. Therefore in need to implement a new Database. I am not really a pro at docker container n stuff but is it possible?

I had the idear to upload like idk 1000 images of failed prints and use those as database.

There is an option thats call "https://www.thespaghettidetective.com" but it cost money.

Greetings Constantin

snowzach commented 2 years ago

DOODS doesn't actually train any models. You need to use another tool to do that. There's examples for Tensorflow, Tensorflow Lite, PyTorch and Deepstack, any of which DOODS will support. I don't think it's super easy to do. I've never actually done it myself. Sorry, I wish there was an easy answer. I saw there was a project called PrintRite that supposedly had support for this and it looked like it was free but I couldn't find it's Tensorflow model that it supposedly used. If you can find that you should be able to plug it in or point me to a model and I can try to help you to get it working.

BaxBoyGH commented 2 years ago

Ok, i am going to look for any possible tensorflow model or maybe create my own. At this point i have no idear about tensorflow but the way is the goal :) Thanks for your fast responds