Exercise and abundance of food correlation

I wonder if exercise is worth it when I ate such unhealthy foods.  Will exercise do me some good when I ate quite a bit of unhealthy food?  Does it matter?  That is what I wonder.  I believe that while exercise is good for me, what is the best time to exercise.  Will the exercise do me some or any good after a big meal despite my wanting to lose weight? Yes or no.