Tall Stewartia (Stewartia monadelpha)

Stewartia monadelpha is a deciduous tree with exfoliating cinnamon bark, producing cup-shaped white flowers with orange anthers in summer and vibrant autumn color.

Above information is sourced from Wikipedia