Have you guys seen the AntScout mobile app?
Its idea is primarily to collect nuptial flight reports as a crowd funded project to learn more about what triggers nuptial flights as this is very complex! But it also includes a lot of other functions like ant identification, automatic ant counting, ant information and more. Also allows you to receive notifications when they fly in your area.
A lot of time put into the app and always improving it. It has a paid plan so I have more funds to keep improving the app, but almost everything is free.
It currently supports an automatic ai model that identifies western and northern european species! Pretty much instantly gives results.
Let me know if you have any feedback or ideas!