@zaiyi , Yes you can do that , I will say Grab TMS for both OSM tiles and satellite tiles , remember tile id will always be same for the area , in that way you can create your labels with iamges , Know more here : osm.wiki/Slippy_map_tilenames If you wish to have only specific features you can do that as well , such as only ponds and water , or only landuse , You can use mapbox for it to get it customized easily or Any github tools that creates custom osm tiles should do the zoom , Single logic for converting TMS to tiles will do the job for you : Both osm and satellite You just need to change the TMS source

@zaiyi , Yes , if you want to use bing / maxar they provide tms but their license is not compatible for training the models but you can run inference on them ! You need to get tms link and then you can fetch tiles from tms to convert it to geotif which then can be passed to any models For opensource imagery that you can use to even train models , one resource could be https://openaerialmap.org/

@karlos ! Yes !

I have also added an issue to track this concern on the project’s GitHub repository, here, so that the community can follow the progress on this issue. As this is an open-source project, I encourage and welcome contributions from the community.

Hi @rtnf Thank you for bringing this to my attention. I am actively working on a project related to country level statistics, and initially, my primary source of data was Geofabrik, which required OSM authentication for access to country level changefiles with osm usernames. As I have progressed in the project, I have added support for other planet replication servers. You are correct that, with the exception of Geofabrik, OSM credentials are not required to produce statistics. I will raise an issue to address this concern and work to make the tool more trustworthy. I can confidently say that the tool does not store any credentials and is not connected to the cloud. It is a on-the-fly generator that should only be run on your local terminal. I appreciate your detailed review and thank you for bringing this to my attention.