ICS35.080 L77T/SAITA 团 体 标 准 T/SAITA001—2021 人工智能计算机视觉系统测评规范 ArtificialIntelligence-Specificationforcomputervisionsystemtestingand evaluation 2021-08-10发布 2021-09-01实施 上海市人工智能技术协会  发布全国团体标准信息平台 T/SAITA001—2021 I目次 前言.......................................................................................................................................................................II 引言.....................................................................................................................................................................III 1范围...................................................................................................................................................................1 2规范性引用文件...............................................................................................................................................1 3术语和定义.......................................................................................................................................................1 4符号和缩略语...................................................................................................................................................2 5计算机视觉系统基本框架...............................................................................................................................3 6计算机视觉系统测评指标...............................................................................................................................3 6.1概述...........................................................................................................................................................3 6.2计算机视觉系统的功能有效性...............................................................................................................4 6.3计算机视觉系统的性能...........................................................................................................................6 6.4计算机视觉系统的兼容性.......................................................................................................................6 6.5计算机视觉系统的维护性.......................................................................................................................7 6.6计算机视觉系统的可移植性...................................................................................................................7 6.7训练数据集的质量...................................................................................................................................7 6.8对抗性样本的影响...................................................................................................................................7 6.9对应用场景数据的鲁棒性.......................................................................................................................7 6.10计算机视觉系统的可解释性.................................................................................................................8 6.11计算机视觉系统的安全性.....................................................................................................................8 7计算机视觉系统测评流程...............................................................................................................................8 7.1确定计算机视觉系统质量目标...............................................................................................................8 7.2准备测试数据集.......................................................................................................................................9 7.3构建测试环境...........................................................................................................................................9 7.4选择测评指标...........................................................................................................................................9 7.5开展测试活动...........................................................................................................................................9 7.6统计、汇总并分析测试结果...................................................................................................................9 参考文献...