Anemia problems

Does anyone know how to do a good diet into losing weight for anyone with low iron? I need to lose about 20 lbs but Its difficult cause my body needs alot of iron which I tend to over eat for my body not fail on me?? Any advice or tricks? I would love to try vegan diets or even small amounts of meat as usual.