CalMS21 多智能体行为数据集

CalMS21 全称 Caltech Mouse Social Interactions，是关于行为神经学的多智能体行为数据集。该数据集包含了 600 万帧未标记的小白鼠社交图像，以及 100 多万帧带有逐帧标注的小白鼠社交图像。这些数据来自社会交互实验中小白鼠的视频。 CalMS21 数据集是 2021 年多智能体行为挑战赛的一部分。

CalMS21, whose full name is Caltech Mouse Social Interactions, is a multi-agent behavioral dataset focused on behavioral neuroscience. This dataset includes 6 million unlabeled social interaction images of laboratory mice, as well as over 1 million frame-by-frame annotated social interaction images of mice. All data are sourced from videos captured during mouse social interaction experiments. The CalMS21 dataset was part of the 2021 Multi-Agent Behavioral Challenge.

搜集汇总

背景与挑战

背景概述

CalMS21是一个多智能体行为数据集，专注于行为神经学，包含大量小白鼠社交图像数据，其中既有未标记帧也有带逐帧标注的帧。该数据集源自社会交互实验视频，旨在为自动行为分类方法提供评估基准，支持经典行为分类、标注样式转移和学习新行为三种应用场景。