Combine tomatoes, celery, onions, green pepper and salt. Let stand overnight. Drain in colander, but do not press vegetables.
Place vegetable mixture in large kettle and add sugars, pepper, pickling spices tied in a cheesecloth bag and vinegar. Bring to a boil; reduce heat and simmer, uncovered, 15 minutes. Remove spices.