EasyDL近期精彩实例大盘点
笔墨哥 发布于2018-11 浏览:5248 回复:5
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近来天气逐渐转凉,但百度 AI 用技术赋能各行各业的热情依然火热!今天就来给大家盘点一下百度 EasyDL 定制化图像训练平台又有哪些新的合作案例、帮助解决了哪些行业痛点吧。


百度 EasyDL 定制化图像训练平台利用百度领先的深度学习技术,结合 PaddlePaddle 深度学习框架构建而成,零算法基础也可在线可视化操作训练,获得业务定制模型。目前已经支持图像分类、物体检测、声音分类三类模型定制。

 


 ① 藏区福音:寄生虫虫卵识别 

今年的百度世界大会上,李彦宏宣布向500个贫困县医疗点捐赠 AI 眼底筛查一体机,并表示“生命健康人人平等,每个人都能用 AI 的技术来守护他的健康。”同样身处偏远地区的援藏医生陈静飞一定特别认同这句话。

藏地牧区是寄生虫病高发地区,但地广人稀且检验人员缺乏,牧民常常要奔波数百公里去医院检查。陈医生运用百度的定制化训练与服务平台 EasyDL 进行显微镜下寄生虫虫卵识别,辅助检验人员进行相关诊断。目前模型已经在临床进行小范围试点,临床测试准确率达97%。

 


 ② AI 无国界:美国超市安防 


藏区并非百度 AI 触达的最远距离,在美国纽约、新泽西、宾夕法尼亚等七个州的160个超市为了监测购物车下面是否有未付款商品,部署了总计约1600个智能摄像头。这些摄像头被 Checkpoint 通过百度 EasyDL 定制化训练,能准确对购物车下层的物品进行判断,一旦识别出未结算商品时,收银员就会实时收到提醒。大大提升了结账效率,也帮助超市降低了运营成本和商品损耗。


 ③ 电网运维:输电线路外部隐患识别 


在本次世界大会上亮相的“无人自主挖掘机”成功吸引了现场相当一部分眼球,其实挖掘机、大吊车这些早就已经被 EasyDL “盯”上了。


佛山供电局负责佛山全市五区的安全供电、电网建设和供用电服务工作,供电局管辖内,输电线路约4500公里,16000余基杆塔单元,线路附近易发生外力破坏的施工点有300余处。主要隐患就是电线下方的桩机、吊车、挖掘机这样的大型机车。


供电局输电管理所将存在桩机、吊车、挖掘机、运货运水泥大型车的现场隐患图像,共1000张,使用百度 EasyDL 定制化训练和服务平台进行训练,经过3个月的训练,更新了10个版本,最终获得“输电线路外部隐患识别”模型。目前识别准确率达到80%,超出预期,并且以2-3周更新一次模型的频率持续训练,准确率在不断提升。


 ④ 水上物流:快速识别空满载 


EasyDL 的“火眼金睛”不光可以一眼认出存在隐患的大吊车,还能在水上快速识别货船的空满载情况。


易航 oTMS 的船舶是在长江上航行,智能硬件拍摄的照片清晰程度不一,如:阴雨天气情况、树木阴影、照片里其他船舶的干扰、船体舱内干湿程度、货物的种类颜色等都会对空满载的识别造成影响,进而导致识别率降低。

通过接入百度 EasyDL 定制化训练和服务平台进行智能学习、训练后,快速识别船舶空满载状态实时记录到服务端数据库,测试结果空满载识别的准确率高达100%,远超易航 oTMS 的预期。


 ⑤ 销售培训:汽车零部件图像识别 

如何在销售和培训环节,更快速、准确地让销售顾问牢记在心,用更容易理解的方式表达给消费者?如何提高培训效率和增强销售过程中销售顾问与消费者的互动,是汽车行业的终端销售和培训行业亟待解决的问题。


上海储吉信息科技公司作为汽车行业资深的培训服务机构,近期带着同样的需求,利用百度 EasyDL 定制化图像识别,结合广汽传祺的两款新车知识库信息,仅用两天就训练出汽车零部件图像识别模型,并把模型嫁接到 APP 中,为广汽传祺提供了互动性很强的 APP 版培训知识库。


 ⑥ 物种保护:生物智能识别工具 


随着传统分类学研究日趋没落,分类学专家越来越少,但是还有大量的动植物标本、照片需要快速的鉴定和识别;同时野外博物教育逐渐兴起,需要能够快速识别物种并提供相关知识的平台和工具。


中科院动物研究所生物记在集成基于百度 EasyDL 定制化训练和服务平台,能够有效地解决生物分类学研究、生物科学普及中快速鉴定识别物种的需求。目前训练后的鸟类识别模型能够识别700多种常见中国鸟类,top5 准确率达到93.89%,非雀形目鸟类模型能够识别常见非雀形目鸟类391种,top5 准确率达到95.79%。


借助于物种智能识别能力,生物记将为中国科学院 A 类先导专项“地球大数据科学工程”积累更丰富的生物物种数据,也将为野外博物教育提供强有力的科学支持。

 


 ⑦ 国粹解读:拍照识别艺术画作 


在我国,国粹艺术往往过于专业化、学术化。在国粹品的展出活动中,非专业人士的观展者参观的时候,普遍存在对艺术创作者不熟悉、对国粹艺术难以理解的现象。


芸艺识图将千里江山图7个故事篇章及少量水墨、油画作品图像,共451张,使用百度 EasyDL 定制化图像识别进行训练,经过一周时间,配合业务需求更新11个版本,最终获得国粹作品识别模型,用手机对着艺术画作拍照扫描就能查看更多相关信息,识别准确率达到99.3%。


 ⑧ 奖牌识别:在线马拉松线上领奖 


近期 Keep 与赛事巨头北京马拉松合作了线上马拉松活动,用户在线报名后按照活动要求,在任何地点完成全程或部分行程马拉松,就可以获得官方颁发的沉甸甸的奖牌。


为了实现拍奖牌看成绩的互动效果,Keep 在比赛前,使用百度 EasyDL 定制化图像识别平台,在短短一周内,使用400余张照片,完成了北京马拉松赛奖牌及其余4种奖牌识别的模型,实现了在线赛事中奖牌的自动识别,模型识别准确率高达99.18%。

 


以上就是百度 EasyDL 定制化图像训练平台最近的一些亮点案例啦,随手举例就有这么多涉及不同领域、不同需求的成果展示出来!鸟类识别、虫卵鉴定、超市安防、电网运维……强大的定制化能力超乎你的想象~

 

内容来源:百度AI公众号

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tags.tech.sina.com.cn/%E9%98%BF%E5%8B%92%E6%B3%B0%E5%BC%80%E4%BD%8F%E5%AE%BF%E8%B4%B9%E5%8F%91%E7%A5%A818814491387
tags.tech.sina.com.cn/%E5%A1%94%E5%9F%8E%E5%BC%80%E4%BD%8F%E5%AE%BF%E8%B4%B9%E5%8F%91%E7%A5%A818814491387
tags.tech.sina.com.cn/%E5%8D%9A%E5%B0%94%E5%A1%94%E6%8B%89%E5%BC%80%E4%BD%8F%E5%AE%BF%E8%B4%B9%E5%8F%91%E7%A5%A818814491387
tags.tech.sina.com.cn/%E6%B5%B7%E5%8D%97%E5%BC%80%E4%BD%8F%E5%AE%BF%E8%B4%B9%E5%8F%91%E7%A5%A818814491387
tags.tech.sina.com.cn/%E5%85%8B%E5%AD%9C%E5%BC%80%E4%BD%8F%E5%AE%BF%E8%B4%B9%E5%8F%91%E7%A5%A818814491387

0
#5秘密花园jay回复于2019-05

安防这块做的很不错

0
#4人间月天回复于2019-01
#3 zp632825回复
识别都将=趋于细致化和定制化,非常看好这个平台的未来发展

识别的应该会越来越精确。

0
#3zp632825回复于2018-11

识别都将=趋于细致化和定制化,非常看好这个平台的未来发展

0
#2人间月天回复于2018-11

确实是,强大的超乎我的想象。

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