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                                        此网站为Newar技术博客模板演示网站,此处文?#26234;?#21518;台 系统基本?#38382;?站点设置 修?#27169;?

                                        人工智能在安防行业应用中存在问题

                                        04-12 科技

                                        在安防行业,AI技术的先进性及未来发展趋势是毋庸置疑的,并且行业中已经有众多企业推出了相关产品和解决方案。虽然安防一直以来都是以人工智能最佳落地点自居,但从目前来看,人工智能在安防行业市场细分场景下的应用,还无法达到预期的效果,AI新产品的替换率依然在谋求新的突破。无论是参与各方企业实力,还是在技术研发和产品融合应用等方面还存在诸多的难点与困?#22330;?

                                         1.行业参与者层面

                                        受限于各自的技术领域与行业发展,在安防领域参与AI技术研发应用的各方均存在明显的优劣势,这也是各方在?#20013;?#25512;进AI技术落地应用中面临的一些难题。

                                        首先传统安防企业虽然表现出积极?#24403;I技术的态度,一些大型安防上市企业也提出对应策略,但时间点?#25216;?#20013;在近两三年,成熟的AI产品及行业解决方案还相对较少,算法积累以及与行业的融合时间还较短。根据目前市场?#25103;?#24212;来看,传统安防企业AI产品依然局限于人脸识别、车辆识别以及相应的大数据平台的应用。

                                        其次部分AI算法企业虽然从四五年前就将视角转向安防领域,并基于自身在算法上的积累优势,推出了相应的AI安防产品及解决方案。但是算法企业在硬件制造、行业积累和渠道拓展方面,与传统的安防制造企业存在着很大差距,尤其是在细分领域应用积累,亟需进一步提高。

                                        最后处于底层的安防?#34892;?#20225;业既没有资金实力,又缺乏算法领域研发,?#32622;?#26377;能力通过与各地公安业务部门建立合作关系获取大数据支撑,唯独有细分领域行业应用的经验。这也是AI时代,安防?#34892;?#20225;业面临的一系列亟需解决的难题。

                                        2.技术层面

                                        目前,人工智能技术在安防行业的应用表现出一?#20013;?#27427;向荣的态势,但当前的应用还只是浅层次的,技术还不成熟,在一些场景应用中,人工智能还无法实现较为理想的落地效果。例如AI在细分领域中环境适应性较差,目前鉴于车辆及道路环境的相对标准化,识别率相对?#32454;擼?#20294;对于人脸的?#26082;?#35782;别则很容易受到光照不足、图像模糊、目标尺寸过小或相互遮挡?#28982;?#22659;影响,以致影响到识别?#26082;?#29575;。

                                        另外,数据资源分散,安防领域监控数据的开放性和共享程度相对?#31995;停?#24456;难开展多维数据的交叉融?#25103;?#26512;,这使得人工智能分析缺乏?#34892;?#30340;数据支撑,同样也会影响?#26082;?#29575;。同时,不同的场景理解受限,由于缺乏?#34892;?#30340;专业领域经验知识的积累,视?#30340;?#23481;的理解能力偏弱,目前的智能分析多为单场景的目标检测和行为分析,很少涉?#25353;?#33539;围场景的关联行为分析,以致很难用于异常行为分析和风险预测。

                                        3.落地应用层面

                                        早在2012年,深度学习?#36824;?#27867;应用之后,部分AI算法企业将视角转向安防领域,并研发出基于人工智能或深度学习的AI安防产品。从产品线来看,主要分为人像识别布控系?#22330;?#35270;?#21040;?#26500;化分析系?#22330;?#36710;辆大数据平台、警务大数据平台、AR实景指挥系?#22330;?#20294;是在硬件制造、行业积累和渠道拓展方面,算法企业与传统的安防制造企业存在着很大差距,尤其是在细分领域应用积累,亟需进一步提高。

                                        版权保护: 本文由 葡京娱乐_澳门葡京赌场官网_葡京网址 原创,转载请保留链接: http://www.adhz.tw/science/618.html

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                                                                              甘肃省快3开奖结果

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