You should call your doctor, health facility or the COVID-19 hotline to inform them that you have a suspected or confirmed case of corona virus and have gone into labour. They will provide advice on how to proceed.
If you have mild symptoms, you will no doubt be encouraged to remain at home (self-isolating) in early labour, as per standard practice.