Why Can't Gemini Generate Images with Transparent Backgrounds?
ruky.me
ruky.me
You can still use other models (Flux, SDXL, NB, etc), you'll just need to request that the image be generated on a solid colored blackground. Then just run it through Rembg [1] or similar background removal tool.
The removing background manually not the best approach because it leaves some rough edges and not as smooth as as generating an image with transparent background