Note: The classifier successfully identify the following shots to be action shots with a high confidence. We can see clearly all the shots contain lots of motion and depict some human characters performing a variety of actions.
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| Shot 1: Run | Shot 2: Run | Shot 3: SitDown | Shot 4: Run | Shot 5: SitDown |
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| Shot 6: Fight | Shot 7: Kiss | Shot 8: Kiss | Shot 9: Run | Shot 10: Run |
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| Shot 11: Kiss | Shot 12: Fight | Shot 13: GetOutCar | Shot 14: Run | Shot 15: StandUp |
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| Shot 16: Run | Shot 17: Kiss | Shot 18: Run | Shot 19: Kiss | Shot 20: SitDown |