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Scale AI:大模型还需要数据标注吗?
数据标注(Data Labeling)为 Scale AI 的核心业务。 数据标注位于模型开发的上游阶段,该过程需要先识别原始数据,然后为该数据添加一个或多个标签。数据类型包括结构化数据和非结构化数据,后者包括图像、视频、3D(LiDAR、雷达等)、文本和音频等。 数据标注的核心是质量和效率,对于数据标注的客户公司而言,数据标注并非公司核心业务,外包意愿强。
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