Here is an alternate way to go. It requires more effort and is more complicated, so it may be too much for a first deal. Still, if you can manage it, you may be better off in the long run. This is how I have been buying single-family houses.
1) Find a house in terrible condition, deeply discounted because a retail buyer cannot get a conventional loan on the place. The price should be cheap enough that purchase+rehab is much lower than buying the nice fixed-up one next door. The 70% rule is a good starting place
2) Get a hard-money loan (or private loan) for purchase and much of the rehab. Get a reliable contractor to fix up the place as fast as possible. Hard money loans are expensive, often 10%+ with points up-front, so you don't want to stay in them very long.
3) Once the rehab is done put a conventional mortgage in place. Be sure to talk with a mortgage broker BEFORE you start this process to know you will qualify. It would be a huge mistake to get stuck with a hard money loan.
By doing the above, it is possible to have a deal where you have 0%-20% "down payment" instead of 25%. Moreover, you could wind up with thousands of equity from the start. Also, because you bought it lower, your cash flow will be better.