For me, the line right in the middle cuts the picture in half and gives the impression of a cooked horizon. A third of the way from the bottom would help balance it, or better yet get rid of it altogether. Also the dark space in the top right keeps pulling my eye away from the subject.
Aside from the background I like it, and the colors are gorgeous. Great job with the bird and flowers