To remove wrinkles from Madras fabric, you can gently iron it on a low heat setting. Alternatively, you can hang the garment in a steamy bathroom or use a handheld steamer to relax the wrinkles. Avoid using excessive heat or direct contact with the iron to prevent damage to the fabric.