Can I avoid wearing Ihram when going for umrah if it's too inconvenient for me, and wear it in Masjid Ayesha after staying in hotel in Makkah?

I want to travel from Germany to Jeddah and my wife and baby daughter of 16 months will also be traveling with me. I want to perform Umrah with my wife and daughter, but If I wear Ihram from Germany or on flight then it will be difficult for me to handle the luggage and my baby daughter. Will it be okay for me if I stay in a hotel in Makkah and then go to Masjad Ayesha and wear Ihram from there?