Why would housing market collapse when the number of buyers will keep on increasing ?

Because with the current inflation rate in most countries the ever increasing prices aren’t maintainable meaning first time buyers need way more money to be able to buy. The need for more money means they are less likely to buy thus decreasing demand. Decreased demand means lower prices or if demand collapses the bubble will burst