Create logo. If you are not a designer, use canva.com. Save it with resolution 1024x1024 in PNG format. I recommend to save image somewhere in your repository.
Now we need a lot of different sized icons for multiple resolution for all flutter-supported platforms. Load PNG-file from previous step on https://appicon.co, and download archive.