Any existing image dataset coupled with unsupervised methods would work pretty well for this. 10 years or so ago I worked on a similar project, we used SLIC sup

Any existing image dataset coupled with unsupervised methods would work pretty well for this. 10 years or so ago I worked on a similar project, we used SLIC superpixels to segment the images then spectral clustering to cut out the foreground object.