Atkins wasn't 300 lbs, but he did weigh 258 lbs at death, which is still "obese." Whether an earlier heart attack contributed to his death is unknown.
http://www.snopes.com/medical/doctor/atkins.asp

The simplist diet is best: Eat a balanced diet and exercise. Everything else is just commentary.