Tanning using Canola Oil?

I am trying to get rid of my soccer tan that i have had for the past like 3 years. My friend had suggested using tanning oil but my mom doesnt agree with using oil. so i found some canola oil in our pantry and it says its made with all natural ingrediants. so i dont know if i should use it or not?