视觉、语言以及人工智能展望
百度深度学习实验室 徐伟
人工智能的新动力：大数据+深度学习
百度大脑的PADDLE深度学习平台
深度学习在百度
机器的感知能力正在超越人类
开放人脸识别服务
开放图像文字识别(OCR)服务apistore.baidu.com
语言理解
传统的语言理解系统
端到端的语义标注
端到端的机器翻译
统一的视觉和语言深度学习模型
看图说话和问答
百度的AI让生活更美好
百度的AI让生活更便捷-百度识图服装搜索
- 提供全新的视觉购物方式。
- 接入优质数据： 美丽说、蘑菇街、京东、亚马逊等。
- 打造视觉搜索购物入口，快速连接人与服务。
人工智能正循环
AI还有多远？
Year 1955
“We propose that a 2 month, 10 man study of artificial intelligence be carried out during the summer of 1956 at Dartmouth College in Hanover, New Hampshire. The study is to proceed on the basis of the conjecture that every aspect of learning or any other feature of intelligence can in principle be so precisely described that a machine can be made to simulate it. An attempt will be made to find how to make machines use language, form abstractions and concepts, solve kinds of problems now reserved for humans, and improve themselves. We think that a significant advance can be made in one or more of these problems if a carefully selected group of scientists work on it together for a summer.”
(McCarthy, John; Minsky, Marvin; Rochester, Nathan; Shannon, Claude (1955), A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence)
(McCarthy, John; Minsky, Marvin; Rochester, Nathan; Shannon, Claude (1955), A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence)
人工智能还缺少
- 小数据的学习能力
- 自主地探索环境
- 通过和人的交流学习
