Note: The following shots are labled as non-action shots only because they don't contain the major action of interest. But they certainly contain some unlabeld actions here. The classifier identify these shots to be action-shot, which is reasonable to our eye and in fact favorable because we want the non-action classifier to be generalizable to other actions.
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| Shot 1: large camera movement | Shot 2: scene with lots of motion | Shot 3: unlabeled action: GetUp | Shot 4 | Shot 5 |
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| Shot 6 | Shot 7 | Shot 8 | Shot 9 | Shot 10 |