Do have diabetes eye disease (retinopathy)? Ialk to your doctor about the kind of exercise you can do. Resistance exercise (exercise that is done with weight machines, free weights, or rubber exercise bands, can raise your blood pressure in the short term. This can cause bleeding in your eye if you have certain kinds of eye problems.