The flower ovary is located directly underneath the flower in the pistil, and cannot be seen without splitting the flower open. The flower ovary is the female organ in a flower. For the above image, the ovary would be located in the yellow and green parts of the flower where it attaches to the stem.
Haylee's Advanced Biology Blog 19-20 