In a large pot of boiling water, blanch the tomatoes for 1 to 2 minutes, depending on their ripeness (riper tomatoes will blanch faster). Using a slotted spoon, remove the tomatoes and plunge them into ice water. Peel the tomatoes, then halve them and remove the seeds. Compost the peels and seeds.