You can try using a microfiber cloth (like the one used to clean sunglasses/eyeglasses lenses) and wipe at any dirt. Do not wet it as it can spread the dirt and allow it to penetrate deeper into the material. Do not rub the fabric as it can fray.Dear does everyone know how to deal with the dirt in oblique canvas bag?