VentureBeat 10月27日 19:05
智能摄像头:从安全工具到商业洞察的转变
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网络摄像头和智能边缘设备已从单纯的安全保障工具,转变为能够生成实时数据、提供商业洞察的强大资源。通过嵌入人工智能,这些设备能够理解并分析视觉信息,帮助企业提升运营效率、优化决策并获得竞争优势。无论是在制造业检测缺陷,还是在零售业优化商品陈列,亦或是在医疗保健领域提升患者护理,AI驱动的摄像头都展现了其巨大的商业价值。文章通过宝马、Google Cloud、A.C. Camargo癌症中心和范德比尔特大学的案例,展示了这些技术在各行各业的实际应用和显著的投资回报。展望未来,预测性运营、多功能分析、技术协同和可持续性将是AI视频智能发展的重要趋势。

💡 **摄像头功能升级,赋能商业价值**:传统的网络摄像头和边缘设备最初主要用于保障员工、客户和资产安全。如今,随着人工智能技术的融入,它们已演变为强大的实时数据生成器。通过“看见并理解”的能力,结合AI分析,摄像头能够为企业提供宝贵的商业洞察,从而提升运营效率,增强企业竞争力。这种转变将日常的可见性转化为可衡量的商业价值。

🚀 **边缘智能驱动新一代商业解决方案**:自1996年Axis Communications推出首个IP视频专用芯片ARTPEC以来,网络摄像头在图像质量、分析和编码性能方面不断创新。如今,嵌入式AI技术正驱动着新一代的商业智能和运营效率解决方案。这些解决方案能够将可操作的洞察直接反馈到各类智能平台、ERP系统和实时仪表盘,为企业带来显著的效益。

📈 **AI摄像头在各行业的实际应用与成效**:在制造业,智能摄像头能及早发现生产线上的缺陷;在零售业,它们可以绘制客户动线图并优化商品陈列;在医疗保健领域,有助于提升患者护理和运营效率。例如,宝马利用AI视频系统捕捉人眼难以察觉的缺陷;Google Cloud的货架检查AI技术帮助零售商即时补货;巴西的A.C. Camargo癌症中心通过网络摄像头节省了超过200万美元的运营成本。这些案例证明了AI摄像头在各行业都能带来切实的投资回报和关键的商业智能。

🌐 **未来趋势与Axis Communications的贡献**:AI在视频智能领域的应用仍在不断扩展,预测性运营、多功能分析(集成音频、热感和环境传感器)、技术协同以及可持续性(减少能耗、提高资源效率)是未来的关键发展方向。Axis Communications致力于通过开源、可扩展的系统来应对当前挑战并抓住未来机遇,确保企业在不断变化的环境中持续受益于可操作的商业智能,同时保持高标准的安防和安全。

Presented by Axis Communications


Many businesses are equipped with a network of intelligent eyes that span operations. These IP cameras and intelligent edge devices were once solely focused on ensuring the safety of employees, customers, and inventory. These technologies have long proved to be essential tools for businesses, and while this sentiment still rings true, they’re now emerging as powerful resources.

These cameras and edge devices have rapidly evolved into real-time data producers. IP cameras can now see and understand, and the accompanying artificial intelligence helps companies and decision-makers generate business intelligence, improve operational efficiency, and gain a competitive advantage.

By treating cameras as vision sensors and sources of operational insight, businesses can transform everyday visibility into measurable business value.

Intelligence on the edge

Network cameras have come a long way since Axis Communications first introduced this technology in 1996. Over time, innovations like the ARTPEC chip, the first chip purpose-built for IP video, helped enhance image quality, analytics, and encoding performance.

Today, these intelligent devices are powering a new generation of business intelligence and operational efficiency solutions via embedded AI. Actionable insights are now fed directly into intelligence platforms, ERP systems, and real-time dashboards, and the results are significant and far-reaching.

In manufacturing, intelligent cameras are detecting defects on the production line early, before an entire production run is compromised. In retail, these cameras can run software that maps customer journeys and optimizes product placement. In healthcare, these solutions help facilities enhance patient care while improving operational efficiency and reducing costs.

The combination of video and artificial intelligence has significantly expanded what cameras can do — transforming them into vital tools for improving business performance.

Proof in practice

Companies are creatively taking advantage of edge devices like AI-enabled cameras to improve business intelligence and operational efficiencies.

BMW has relied on intelligent IP cameras to optimize efficiency and product quality, with AI-driven video systems catching defects that are often invisible to the human eye. Or take Google Cloud’s shelf-checking AI technology, an innovative software that allows retailers to make instant restocking decisions using real-time data.

These technologies appeal to far more than retailers and vendors. The A.C. Camargo Cancer Center in Brazil uses network cameras to reduce theft, assure visitor and employee safety, and optimize patient flow. By relying on newfound business intelligence, the facility has saved more than $2 million in operational costs through two years, with those savings being reinvested directly into patient care.

Urban projects can also benefit from edge devices and artificial intelligence. For example, Vanderbilt University turned to video analytics to study traffic flow, relying on AI to uncover the causes of phantom congestion and enabling smarter traffic management. These studies will have additional impact on the local environment and public, as the learnings can be used to optimize safety, air quality, and fuel efficiency.

Each case illustrates the same point: AI-powered cameras can fuel a tangible return on investment and crucial business intelligence, regardless of the industry.

Preparing for the next phase

The role of AI in video intelligence is still expanding, with several emerging trends driving greater advancements and impact in the years ahead:

Axis Communications helps advance these possibilities with open-source, scalable systems engineered to address both today’s challenges and tomorrow’s opportunities. By staying ahead of this ever-changing environment, Axis helps ensure that organizations continue to benefit from actionable business intelligence while maintaining the highest standards of security and safety.

Cameras have evolved beyond simple surveillance tools. They are strategic assets that inform operations, foster innovation, and enable future readiness. Business leaders who cling to traditional views of IP cameras and edge devices risk missing opportunities for efficiency and innovation. Those who embrace an AI-driven approach can expect not only stronger security but also better business outcomes.

Ultimately, the value of IP cameras and edge devices lies not in categories but in capabilities. In an era of rapidly evolving artificial intelligence, these unique technologies will become indispensable to overall business success.


About Axis Communications

Axis enables a smarter and safer world by improving security, safety, operational efficiency, and business intelligence. As a network technology company and industry leader, Axis offers video surveillance, access control, intercoms, and audio solutions. These are enhanced by intelligent analytics applications and supported by high-quality training.

Axis has around 5,000 dedicated employees in over 50 countries and collaborates with technology and system integration partners worldwide to deliver customer solutions. Axis was founded in 1984, and the headquarters are in Lund, Sweden.


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智能摄像头 人工智能 商业洞察 运营效率 边缘计算 Axis Communications Smart Cameras Artificial Intelligence Business Intelligence Operational Efficiency Edge Computing Axis Communications
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