Combine all seasonings (except for brown sugar) in a bowl and mix well.
Over medium high meat, put the ground beef in a large dutch oven. Sprinkle the seasoning mixture over the top and cook the meat until brown and break it into small pieces.
Add both the tomatoes, brown sugar, and red beans to the meat.
Bring to a boil, stir frequently and let simmer 30 minutes.
Salt to taste.