Two of the people are assessed to be in need of hospital treatment, police wrote on their website. It is unclear how seriously injured they are.
The ferry has been emptied of passengers. Police will investigate how the accident happened, initially classifying the incident as negligence in maritime traffic and causing bodily harm.
The alarm about the accident came at 4:30 p.m. on Sunday.
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