MEVA (Multiview Extended Video with Activities)

Introduced by Corona et al. in MEVA: A Large-Scale Multiview, Multimodal Video Dataset for Activity Detection

Large-scale dataset for human activity recognition. Existing security datasets either focus on activity counts by aggregating public video disseminated due to its content, which typically excludes same-scene background video, or they achieve persistence by observing public areas and thus cannot control for activity content. The dataset is over 9300 hours of untrimmed, continuous video, scripted to include diverse, simultaneous activities, along with spontaneous background activity.

Source: MEVA: A Large-Scale Multiview, Multimodal Video Dataset for Activity Detection

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