Just used a product called Mei Feng Ji which is commonly used in China, it has many colors to chose and the advertisement say it will never to be dirty or black,
will let you know the effect several months later.
it is like silicone and easy to do DIY work, the seller say it can be applied on those old houses to renew the grout.