Simplifying std::transform for single vector

I want to write a simple function to simplify std::transform for a transformation on a single vector.

What I've got so far:

template<typename T>
void transform(std::vector<T> &vec, const std::function<T(const T &)> &fun) {
  std::transform(std::begin(vec), std::end(vec), std::begin(vec), fun);
}

Now when I want to use this function I can write, for example:

transform<int>(vec, my_function);

But I would prefer if I could just use

transform(vec, my_function);

Is there a way to adjust my code to automatically infer the type?

error:

no matching function for call to 'transform' and note: candidate template ignored:
could not match 'function<type-parameter-0-0 (const type-parameter-0-0 &)>' 
against '(lambda at [...]