StefanSchubert / sabi

Seawater Aquarium Business Intelligence (sabi) aims to gain knowledge from aquarists for aquarists based on collected seawater parameters.
https://sabi-project.net
MIT License
4 stars 3 forks source link

Getting Plague ID with help of ML Algorithm #119

Open StefanSchubert opened 2 years ago

StefanSchubert commented 2 years ago

Is your feature request related to a problem? Please describe. If we are interested in getting an ID of a certain plague, we usually seek help in user forums. After some years you will by a microscope and try the ID by your self by comparing what you see with literature etc... Though this is a great approach, it is timecomsuming and the mismatch rate of the untrained may lead to false positives.

Describe the solution you'd like Have a trained picture recognition algorithm - by using Maschine learning (ML) approach - which helps to get an ID with a high matching rate. Input is a picture of the plague taken by the user with a microscope and the used resolution rate.

Describe alternatives you've considered None so far.

Additional context ML is not the problem here. The challenge is to get a big enough picture test-set and reference imaging procedure for users who wants to use this approach.