Depression Support Group
Depression is a real and debilitating condition that is often misunderstood by family and friends. Its meaning can range from a prolonged period of sadness to an actual mental illness with specific symptoms. Find and share experiences with others who are going through the same struggles.

I can understand from what you have said that both of you have got anger and anxiety issues. I guess none of you were ready for a compromise, and that might have caused the problem to worsen.
If you want to start over the relation and scared of it, then it is better to consult a mediator and seek his help. The mediator can be anyone who is close to you and your husband, and the one which knows your family really well. Tell him the issues in your marriage and ask him to act as a mediator between two of you. Be ready to compromise and start your journey all over again.