How do I singularize my tables in EF Code First?

I prefer using singular nouns when naming my database tables. In EF code first however, the generated tables always are plural. My DbSets are pluralized which I believe is where EF is generating the names but I don't want to singularize these names as I believe it is more pratical to have them plural in code. I also tried overriding the setting but to no avail.

Any ideas? Here is my code and thanks.

MyObjectContext.cs

public class MyObjectContext : DbContext, IDbContext
{
     public MyObjectContext(string connString) : base(connString)
     {
     }
     public DbSet<Product> Products {get;set;}
     public DbSet<Category> Categories {get;set;}
     //etc.

     protected override void OnModelCreating(ModelBuilder modelBuilder)
     {
        modelBuilder.Conventions.Remove<PluralizingEntitySetNameConvention>();
     }
}