Yes, you can likely recover deleted photos from your Android device. If you have backed up your photos to Google Photos, they are usually in the Trash folder for 30 or 60 days and can be restored. If you haven't backed up to Google Photos, you can try using photo recovery apps like DiskDigger or Photo Recovery to scan your device's storage.