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FineGym: A Hierarchical Video Dataset for Fine-Grained Action Understanding

FineGym: A Hierarchical Video Dataset for Fine-Grained Action Understanding

On public benchmarks, current action recognition techniques have achieved great success. However, when used in real-world applications, e.g. sport analysis, which requires the capability of parsing an activity into phases and differentiating between subtly different actions, their performances remain far from being satisfactory. To take action recognition to a new …