人工智能视觉在制造业应用课件.pptx

1、人工智能在制造业应用探索Exploration of Industrial AI人工智能的过去人工智能发展的两个主要阶段Two main stages of AI物理符号系统PSSH(Physical Symbol System Hypothesis)左侧：赫伯特西蒙 右侧：艾伦纽厄尔Left : Herbert A.Simon Right : Alan Newell2012年以前：专家系统Before 2012 : Experts DefinitionMemoryReceptorControl EffectMovement3Empower With AI2012年以后：深度学习After 2

2、012 : Deep Learning4Empower With AI人工智能发展的两个主要阶段Two main stages of AI人工智能技术 AI Technologies自然语言理解Natural Language Processing计算机视觉Computer Vision5Empower With AI人工智能三要素 Three Elements of AI反馈Feedback数据3.Data模型2.Model丹方Prescription灵材Materials人工Artificial智能Intelligence深度学习计算框架DL computing framework计算力1

3、.Computing power人工智能大脑AI Brain6Empower With AI活的人工智能让产品更强大Live AI make products better7Empower With AI深度学习训练Deep Leaning Training现象 1Phenomenon 1结果1Result 1Phenomenon 2 Result 2Phenomenon 3Result 3Phenomenon 4Result 4. . .Phenomenon1,000,000Result1,000,000现象 Phenomenon 1,000,001结果 Result ? 8Empower

4、With AI人工智能的挑战Artificial IntelligenceAIl 大量的人工l 高昂的成本l A lot of manual effortsl High labor costs10Empower With AI准确率的提升Improvement Of Accuracy准确率Accuracy成本Costl 100%的准确率l 难度极大l The accuracy of 100% l Impossibly Difficult11Empower With AI智能制造传统工业视觉 vs 人工智能Traditional Industrial Vision vs AI传统工业视觉Trad

5、itional Industrial Vision简单外观检测 Simple appearance detection测距 Distance measurement13Empower With AI传统工业视觉缺陷Traditional Industrial VisionLimitationsl 固定位置（Fixed position）l 固定环境（Fixed setting）l 固定算法（Fixed algorithm）14Empower With AIl 拍摄条件要求低（Low shooting requirements）l 异常扩展性好（Good expansibility in exc

6、eption） 人工智能优势Artificial IntelligenceAdvantages 传统工业视觉 vs 人工智能Traditional Industrial Vision vs AI人工智能能做什么？ What can AI do?分类-什么Classification : What ?Plant Identification x AI Deep Learning形色10000 Species x 98% x 30 million15Empower With AI植物识别 x 人工智能检测-哪里Detection : Where ?自动批改数学作业 x 人工智能Correct ma

7、th homework x AI Deep Learning98% x 9 million x 8000 Years 爱作业16Empower With AI人工智能能做什么？ What can AI do?质检=什么+哪里Quality Assurance = What + Where分类Classification检测Detection+17Empower With AI人工智能能做什么？ What AI can do?智能制造应用案例Cases in Industrial AI零件视觉索引管理Visual Index Management for Partsl 配件管理（Parts Ma

8、nagement）l 安全生产（Safety Control）18Empower With AINOYes配置检测Configuration Inspection19Empower With AI智能制造应用案例Cases in Industrial AI复杂场景类裸眼质量检测Automation QA in Complex Scenes 20Empower With AI智能制造应用案例Cases in Industrial AI曲面检测Curved Surface Measurement面临的挑战 Challenges :l 划痕（Nicks）l 灰尘（Dust）l 多角度（Multi-a

9、ngle）21Empower With AI智能制造应用案例Cases in Industrial AI期待与您合作About UsA high-tech company specializing in the research and development of key technologies for AIWith the vision to develop the AI technology that augments peoples experiences in life, Glority has devoted years in the fields of computer vis

10、ion and natural language understanding. Great advances are being made in AI technology, big data and large-scale user data and their application in education, manufacturing and lifestyle.Components of our team: 300 employees and 80% engineers.23Empower With AI一家专注于人工智能关键技术研发的高科技企业杭州睿琪软件有限公司成立于2009年，在计算机视觉和自然语言理解领域深耕多年。通过人工智能赋能，在生活、财务、制造、医疗、旅游等多个领域，已经形成有由人工智能技术、大数据和大规模用户共同构成的领先优势。现有员工300余人，研发人员占80%。杭州睿琪软件有限公司THANKSEmpower With AI