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r - How to plot histogram/ frequency-count of a vector with ggplot?

I want to plot with ggplot the frequency of values from a numeric vector. With plot() is quite straight forward but I can't get the same result with ggplot.

library(ggplot2)    
dice_results <- c(1,3,2,4,5,6,5,3,2,1,6,2,6,5,6,4)    
hist(dice_results)

enter image description here

ggplot(dice_results) + geom_bar()
# Error: ggplot2 doesn't know how to deal with data of class numeric

Should I create a dataframe for ggplot() to plot my vector?

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Try the code below

library(ggplot2)    
dice_results <- c(1,3,2,4,5,6,5,3,2,1,6,2,6,5,6,4,1,3,2,4,6,4,1,6,3,2,4,3,4,5,6,7,1)
ggplot() + aes(dice_results)+ geom_histogram(binwidth=1, colour="black", fill="white")

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