Preheat the oven to 325°F (160°C).
Mix graham cracker crumbs and melted butter, then press into a 9-inch springform pan.
Bake the crust for 10 minutes and let cool.
Beat cream cheese and sugar until smooth.
Add vanilla and mix well.
Incorporate eggs one at a time.
Stir in sour cream until combined.
Pour the mixture over the cooled crust.
Bake for 50-60 minutes until the center is set.
Cool in the oven for 1 hour, then chill for at least 4 hours.
Top with cherry pie filling and fresh cherries before serving.