Dataset Card for MammAlps S2 & Prompting MammAlps MammAlps S2 is a camera trap video dataset of wildlife monitoring in the Swiss National Park, covering two summer field seasons (2023 and 2024). It contains video clips of seven Alpine mammal species annotated with per frame bounding boxes, individual tracks, behavioural labels, and frame level attributes (age for deer species, and sex for adult deer species). It extends MammAlps (see MammAlps) with a new season of data, refined labels, and additional attributes. Built on top of these dense annotations, we propose a text to video retrieval (TVR) benchmark called Prompting MammAlps . 135 natural language queries are each associated with the subset of train/test videos whose content fully satisfies the query. Dataset Details Dataset Description MammAlps S2 provides 2 865 camera trap video clips (1920×1080 MP4, ~75 GB uncompressed) from three sites in the Swiss National Park across two field seasons. Each clip is annotated with per frame bounding boxes, persistent animal tracks, species labels, behavioural action/activity labels, and demographic attributes (age and sex for deer species). The prompting MammAlps TVR benchmark consists of…
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