2021年-2025年泽沐美妆护肤类直播电商主播数据集

该数据集是国内首个美妆护肤直播数字人场景的的AIGC专用数据资源，数据来源真人主播在直播平台的真实直播行为与用户交互。结合真人主播与数字人主播在同等直播环境下的直播行为进行有效数据对比。应用覆盖主播选品定品、商品讲解语料生成、数字人产品讲解、数字人动作驱动、数字人语音驱动、数字人实时弹幕互动、直播数据动态监测等多个直播业务场景，为达人直播、品牌自播等行业提供“开箱即用”的数据基底。通过DataOps数据开发底座统一数据标准，采用人机协同流水线高效生产采集清洗自动生成高质量数据集，显著提升电商直播数字人的精度和模型训练效率30%以上。This dataset represents the first dedicated AIGC data resource tailored for the beauty and skincare live streaming digital human scenario in China. The dataset is derived from the real live streaming behaviors and user interactions of human anchors on live streaming platforms, and supports effective comparative analysis of live streaming behaviors between human anchors and digital human anchors under identical live broadcasting environments. Its applicable scenarios span multiple live streaming business workflows, including anchor product selection and confirmation, generation of product explanation corpora, digital human product explanation, digital human motion driving, digital human voice driving, real-time barrage interaction for digital humans, and dynamic monitoring of live streaming data. It offers out-of-the-box data foundations for industries including influencer live streaming and brand-owned live streaming. Unified data standards are formulated via the DataOps data development platform, and high-quality datasets are efficiently produced, collected, cleaned and automatically generated through human-machine collaborative production pipelines, which notably boosts the accuracy of e-commerce live streaming digital humans and increases model training efficiency by over 30%.

搜集汇总

背景与挑战

背景概述

该数据集是国内首个美妆护肤类直播电商AIGC专用数据集，涵盖真人主播与数字人主播的对比数据，支持选品、语料生成、数字人驱动等业务场景。通过标准化流程生产，显著提升模型训练效率与数字人精度。