  We show a deviation inequality for U-statistics of independent data taking
values in a separable Banach space which satisfies some smoothness assumptions.
We then provide applications to rates in the law of large numbers for
U-statistics, a H{\"o}lderian functional central limit theorem and a moment
inequality for incomplete $U$-statistics.
