The migrants were discovered on the small vessel near Pacific Coast Highway and 14th Street.
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Everyone on board was evaluated by paramedics and taken into custody.
News video from the scene showed several men, some covered with blankets, sitting on the sand as authorities stood nearby.
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U.S. Customs and Border Protection is investigating the incident.