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魏宏峰
CEO、首席科学家
Jason Wei
CEO、Chief scientist
演讲主题
安全智理升级中国“智”造 — 如何破解 AI 场景落地中的样本困扰
内容简介
探讨在 AI 赋能各行业的大背景下,常见的“采集和标注大量正负样本 + 开源框架训练 + 调阀值”的“炼丹模式”,遇到场景具有强复杂性和高不确定性的传统行业,面临样本数据获取困难等痛点的阻碍和挑战,从而使 AI 无法得到有效应用。
而中科智云如何凭借领先的小样本计算框架在工业、建造等传统领域内,以极小样本量实现 AI 算法的自动训练、精度的自动提升和低成本地快速落地。中科智云在今年重磅推出 AI+ 行业自动训练平台“X-Brain”,只需不到传统模式 10%的样本,便能完成同等精度的算法的提升,算法所需训练时间也缩短到传统模式的 10%,为 AI 在安全治理场景的大规模使用提供了一个必不可少的基础设施。
SPEECH TOPIC
AI Renovates Safety Management in Made-inChina Industry -- A Step Forward to Solve the Sample Problem in AI Application
DESCRIPTION
This paper discusses the common "alchemy mode" of "collecting and labeling a large number of positive and negative samples + open source framework training + adjusting threshold" under the background of AI enabled industries. When encountering traditional industries with strong complexity and high uncertainty, they face obstacles and challenges such as difficulties in obtaining sample data, so that AI can not be effectively applied.
With its leading small sample computing framework, China Science IntelliCloud can realize the automatic training, automatic improvement of accuracy and rapid landing of AI algorithm with a small sample size in traditional fields such as industry and construction. China Science IntelliCloud launched the AI + industry automatic training platform "X-Brain" this year, which can improve the algorithm with the same accuracy with less than 10% of the samples in the traditional mode, and the training time of the algorithm is also reduced to 10% of the traditional mode, providing an essential infrastructure for the large-scale use of AI in security governance scenarios.
中科智云是全球极具创新力的人工智能科技公司,聚焦于安全治理领域。公司依托自主独创的 AI 智能体平台和数字孪生平台,为工
业、建造、交通、农牧、医疗卫生等领域提供全方位安全“智”理方案。核心团队来自中科院、牛津大学等知名院校的科学家及世
界 500 强的管理人才,在成都、合肥、上海、北京、西安、深圳、泰国和伦敦等地设有分支机构。
China Science IntelliCloud is a highly innovative artificial intelligence technology company which focuses on the field of security
management. The company relies on its self-developed and original AI platform and digital twin platform to provide overall
smart security solution for industry, construction, transportation, agriculture, animal husbandry, medical and health and other
fields. The core team members are scientists from famous universities such as Chinese Academy of Sciences, Oxford University
and management talents from Fortune 500 companies. It has branches in Chengdu, Hefei, Shanghai, Beijing, Xi'an, Shenzhen,
Thailand and London.
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