Mike Tyson seemed to lose his cool on a plane on Wednesday night ... repeatedly punching a man in the face after the guy had apparently annoyed him.

TMZ Sports has learned ... the incident all went down at around 10:30 PM PT as Tyson was slated to fly out of San Francisco International Airport to Florida.

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