How do I get tiny glass splinters out?

I broke a large glass mixing bowl a week ago and I guess I didn’t sweep it up as well as I thought I did. Today I swept again and I had flip-flops on. I can feel some painful almost itchy spots on my feet where I think some very small glass splinters penetrated my skin. How can I get them out if I can’t see them?