10 datasets found

Groups: Video Classification Organizations: No Organization Formats: JSON

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  • Kinetics dataset

    The Kinetics dataset is a large-scale action recognition dataset. It contains videos of various actions performed by humans, with annotations of the actions performed.

  • Kinetics-600

    The Kinetics-600 dataset consists of 392k training videos and 30k validation videos in 600 human action categories.

  • FineGym

    FineGym is a hierarchical video dataset for fine-grained action understanding, containing 354 action categories.

  • Kinetics-400

    Motion has shown to be useful for video understanding, where motion is typically represented by optical flow. However, computing flow from video frames is very time-consuming....

  • ActivityNet Captions

    The ActivityNet Captions is a benchmark dataset proposed for dense video captioning. There are 20K untrimmed videos in total, and each video has several annotated segments with...

  • MSR-VTT

    The dataset used in the paper is MSR-VTT, a large video description dataset for bridging video and language. The dataset contains 10k video clips with length varying from 10 to...

  • UCF101

    The UCF101 dataset contains 13320 videos distributed in 101 action categories. This dataset is different from the above ones in that it contains mostly coarse sports activities...

  • HMDB51

    Video classification is a fundamental problem in many video-based tasks. Applications such as autonomous driving technology, controlling drones and robots are driving the demand...

  • Youtube-8M

    Youtube-8M is a large-scale video classification benchmark.

  • Charades

    The dataset used for video action classification, consisting of 9.8k training videos, 1.8k validation videos, and 157 classes.