Prakash Prabhu Chief Business Officer & Co-Founder, VisionBot As we enter the year 2024, the world of logistics is poised for transformation. The logistics industry ,a vital backbone of global trade and commerce, is constantly changing in response to technological advancements, changing consumer behaviors, and business concerns. Logistics is moving forward in every aspect, and one of the clearest logistics trends for 2024 is digitalization. Artificial intelligence (AI) in the supply chain will also be fundamental in 2024. This is mainly due to the immense amount of structured and unstructured data that exists in this area. AI technologies here such as machine learning, and predictive analytics that hold a huge potential to add value in terms of providing real-time data insights, improving operational efficiencies, and enabling data-led decision-making. The refinement of Visual AI will simplify access to internal and external information, with the expansion of AI, automation and real-time visibility as go-to strategies. According to Gartner’s forecasts, by 2026, more than 80% of companies will have used AI-driven applications in production environments compared to the current 5%. Logistics companies need to harness the power of automation in 2024 by implementing end-to-end integrations, as businesses continue to incorporate more platforms and systems into their processes, data becomes more abundant and valuable. The fast and efficient delivery of products from the warehouses to the door steps of the customers, is achieved through thoughtful warehousing and logistics management system. Effective Logistics needs intricate a distribution network comprising of different types of facilities, which play a crucial role in its supply chain and needs building efficiencies across multiple processes to boost productivity and process compliances. Crossdock centers: Shipment from vendors are stored here until more inventories are required by the fulfillment center. Fulfilment centers: The packages are stored here before being picked up for delivery. Sortation centers: In this facility the products are sorted by respective delivery addresses (zip codes) before they are sent out for delivery. livery stations: The delivery stations are meant to improve last mile delivery. Local hubs: These facilities enable time sensitive deliveries such as groceries, which need to be delivered in a matter of hours. Which are the areas that Visual AI can contribute to productivity? Warehouse optimization. Damaged cargo detection. Package identification. Package counting. Empty space – utilization. Real-time inventory visibility. Some of the processes that can be optimized using Visual AI solutions are Traceability and tracking of objects: Smart tracing applications aim to identify and localize logistics objects such as goods, containers, vehicles, or persons within logistics systems. It can be achieved by attaching optical codes to objects such as barcodes or QR-codes and using image processing algorithms to capture and read the optical codes. Vision-based good identification: Such identification systems are widely popular to identify incoming and outgoing goods in warehouses and distribution centers. In port logistics applications, OCR systems are used to read container codes and license plates (ANPR) of trucks and delivery vans in real-time. Container number recognition: System Computer vision has been used to recognize container numbers automatically. Number recognition is used to automatically detect and locate containers in large-scale areas. Regular security cameras provide a visual image that is pre-processed and fed into an ML model. With modern convolutional neural networks (CNN), logistics objects can be identified and localized even without optical codes. Volumetric properties of goods: In logistics processes, the volumetric properties of goods are critical for planning and billing quantities. Its automation enables significant time savings and optimization of operational efficiency. Hence, vision-based systems to detect dimensions of goods are widely popular to detect parcel dimensions on conveyor systems. Goods and pallet dimensioning: Standard surveillance cameras are also suitable for dimensioning palletized goods and packages, provided the systems are calibrated using specific reference points. Inspection and quality control of goods Computer Vision in logistics has many use cases to ensure the quality of goods throughout the supply chain. Equipment condition monitoring: Equipment condition inspection and monitoring AI vision systems are widely used for conditions monitoring of logistics equipment. Early defect detection: In another application, Visual AI can provide images to detect defects in conveyer systems resulting from high friction. Moreover, existing cameras are used for condition inspection on belt conveyors to early detect belt displacements. Determine free capacity of transport vehicles: Camera-based approaches have been implemented to determine the free capacity of transport vehicles, for example, with cameras oriented toward trailer gates. The current loading conditions and space allow optimizing the operating costs and efficiency. Docks and parking lot occupancy detection: Computer vision technology can support yard and dock management by monitoring the occupancy of docks or parking lots. The loading states of forklifts are of interest to determine the coordinates of delivered goods in warehouses. Parking lot occupancy detection for computer vision in logistics Storage bin occupancy analysis: This approach can be easily applied to other domains, for example, to detect free storage bins in warehouses. The occupancy of storage bins is used to detect critical process situations and to optimize transport routes. Security and protection of facilities: Infrastructure and logistics facilities are the basis for logistics processes. Therefore, it is of great importance to protect them against internal or external hazards such as accidents, theft, terror attacks, and others. Intrusion detection in logistics facilities: AI video surveillance is a widely popular, effective solution to increase security in logistics facilities such as warehouses. Modern deep learning methods allow intrusion detection with virtual fences to identify dangerous situations automatically. Related security applications include vehicle detection in restricted areas or large-scale face recognition. Intrusion detection in logistics with deep learning Crowd detection and behavior analysis: Innovative systems include camera-based systems for people counting, crowd density estimation, and crowd behavior analysis to increase security at logistics facilities. People counting application with deep learning Due to legal requirements, privacy features are becoming increasingly important. Edge AI based vision systems allow private on-device processing in real-time, with only sending analytics data to the cloud. Vision-based Anomaly detection: With anomaly detection using machine learning,…

Anand Thirunagari India Country Manager, Genetec 2024 Trends in the Physical Security Industry for the General and India Physical Security Market As we navigate the dynamic landscape of physical security trends in 2024, we observe organizations in India making a strong push for the convergence of IT and physical security teams. The demand for cloud solutions is rising, and access control modernization has become a top priority. Breaking down silos between different physical security systems such as CCTV and access control, is an integral part of the refresh/ design discussions. Data from IIoT devices and its convergence with physical security are the most sought-after requirements in critical infrastructure. In the pursuit of a resilient and secure future, Indian companies are likely to prioritize access control modernization, unifying physical security systems in the areas of CCTV, access control, IIOT, and PIDS systems. Hybrid-cloud adoption, with the feasibility of moving the access control system to the cloud, is anticipated. Embracing open access control solutions and optimizing cloud spending will enhance operational efficiencies. Simultaneously, aligning with stringent data protection requirements and implementing advanced cybersecurity tools ensures a robust defense against evolving threats. These strategic measures not only bolster our physical security but also underscore our commitment to organizational continuity and community safety. #1 Access control modernization will top tech investments Modernizing access control will remain a top priority in 2024. To ease upgrade complexities, many organizations will shift to a hybrid-cloud model and deploy cloudready access control solutions. This will deliver continuous innovation and cybersecurity updates that reinforce security from doors to networks. We’ll also see greater demand for open access control solutions. More than ever, organizations want the freedom to add and connect the best technologies out there. In 2024, this will include everything from building management systems and life and safety solutions to human resource management software and mobile credentials to name a few. Unifying access control with these various technologies can boost operational efficiencies and sustainability initiatives. They also allow employers to enhance the cardholder experience; one where everything feels more fluid and convenient. Many will also reach a breaking point in managing separate video and access control systems. Striving for more efficiencies, leaders will take steps towards system unification. This will simplify system monitoring and maintenance tasks, leading to higher output and costs savings across the enterprise. #2 Businesses will focus on maximizing hybrid-cloud investments The physical security industry will see a large increase in hybrid-cloud adoption in 2024. Recent research found that 44% of organizations already have over a quarter of their physical security deployment in a cloud or hybrid-cloud environment. As cloud adoption rises, there’s a growing interest in new plug-and-play, cloud-ready appliances. They not only streamline access to cloud services but also enhance computing power at the edge. We’ll also see a larger focus on cloud data usage and associated costs. Those who are further along in their hybrid-cloud journey are seeking ways to optimize cloud spend. Many will lean on channel partners to explore use cases beyond security to maximize hybrid-cloud investments. #3 IT and physical security teams will join forces Physical security’s convergence with IT is accelerating. And it isn’t limited to technology anymore. In the coming year, organizations will look to optimize collaboration between IT and physical security teams. Bridging these two valuable skill sets will result in more effective risk mitigation and data optimization across the organization. And though there’s no one-size- fits-all approach, most will consider the following strategies: Physical security leaders will expand their departments with IT expertise. Security Operations (SecOps) will broaden their function to address physical security risks and capitalize on data coming from both groups. IT will bring physical security within their group and begin overseeing physical security mandates. As this human-centered convergence grows, so will the demand for unified, cloud-connected physical security solutions. This will give teams a comprehensive view of systems and evolving risks while helping them extract more value from data. #4 IIoT growth and data-optimized solutions will boom The number of physical security devices and other Industrial Internet of Things (IIoT) sensors coming into the market is accelerating. And across industries, organizations can’t get enough. IT and security experts want to expand the types of data within their security deployment. Beyond that, they’re looking to extract data from the systems holding it and build data lakes that serve future objectives. At this critical moment, those who opt for an API-centric, open architecture, along with a unified physical security platform will stand to gain the most over time. This will give them the flexibility to combine and simultaneously analyze various sources of data on their own terms. Ultimately this can help inform new data-driven strategies and maximize returns across all tech investments. During this data influx, many organizations will also look for ways to empower their operators and digitize current workflows. As a result, demand for physical security solutions with embedded analytics, automation tools, and visual dashboards will grow. Over 5,500 physical security professionals answered our annual survey this year. Get the free report to gain comprehensive insights on the industry’s transition to SaaS, the convergence between IT and physical security, the impact of the manpower shortage, and more. *Views expressed in the article are solely of the Author  

Body worn cameras are firmly established in law enforcement and security segments, with its main uses including deterrence of disorderly conduct and capturing first-hand evidence for use in court. These benefits can also extend to other industries such as healthcare and retail. However, there has been a lack of awareness of body worn cameras usefulness beyond law enforcement. Cameras are often associated with violence and police enforcement. These notions have held back the adoption of body worn cameras in other segments. Axis has introduced AXIS W110 Body Worn Camera to address these barriers to adoption. Compared with previous body worn cameras such as the AXIS W100 and AXIS W101, the AXIS W110 camera emphasizes discreetness, being smaller, lighter and easier to mount. The friendlier design makes it better suited to both retail and healthcare workers. Addressing industry challenges with AXIS W110 Body Worn Camera As with many industries, retail and healthcare are places of work where an unfortunate part of being an employee can involve dealing with disorderly, aggressive or violent behavior. This has been investigated by the World Health Organization which revealed up to 62% of health workers have experienced workplace violence. The Bureau of Justice Statistics data also indicates that the retail industry experiences the third-highest workplace violence victimization rate, after law enforcement and mental health professionals. Employees need to feel safe and protected. Not only can this impact staff retention, but mental health and productivity are also affected. In particular, medical staff retention is one of the biggest challenges healthcare faces today. To support the safety of staff, being equipped with wearable cameras can add a visible deterrent to disorderly conduct, helping to diffuse situations before they escalate. The National Institute of Justice has also reported that the ‘civilizing effect’ of a visible camera may prevent certain situations from escalating, and instead encourage citizen compliance. Wearable solutions can create a safer environment which helps with employee retention and attracting visitors. In instances where legal action is unfortunately needed, there comes the additional challenge of navigating budget constraints. The AXIS W110 provides first-hand, highly secure footage that can help reduce your legal expenses in response to complaints such as from a patient or customer. By acting as a visible deterrent to staff mistreatment and documenting evidence, the AXIS W110 can help safeguard against insurance and liability claims. A new wearable camera designed to meet worker’s needs AXIS W110 Body Worn Camera is a low profile, compact and light weight camera. Its back plate magnets allow for easy, flexible mounting on clothes. This, combined with its reduced size, makes it perfect for healthcare professionals to easily attach to scrubs, even when wearing additional items. While a separate mini cube was needed for the previous version of the body worn camera to be worn on the hip, the new version does not require an external sensor and includes the battery within the unit for a more discreet look. This also supports the retail segment by re moving the need for additional items to compete with other technologies placed on it, like walkie-talkies. We know patient care involves lengthy shifts, and so the smaller and more friendly design of AXIS W110 delivers a long-lasting battery of up to 13 hours depending on camera configuration, alongside reliable footage capture. As with all Axis body worn cameras, the AXIS W110 is part of a system based on the open platform. This enables integration with a video management system (VMS) of choice. First-hand and untampered evidence provided by the camera can be seamlessly integrated with the current system to provide valuable additional insight for resolving disputes and fraudulent claims. To further support with providing valuable insight, AXIS W110 comes with improved image quality as well as improved low light capabilities and motion capture. Additionally, as with previous types of cameras, AXIS W110 is highly cyber secure. The footage cannot be tampered with and cannot be accessed by anyone that should not be able to access it – such as the wearer. All video and audio footage does not go against HIPAA regulations and is only to be used to capture vulnerable situations. Being very visible, the camera ensures people are aware that they are being recorded. AXIS W110 also maintains the live streaming functionality of all Axis cameras. When connected to Wi-Fi the wearer can activate a livestream providing operators with first-hand footage in real time. The livestream footage is saved in the cloud for up to 24 hours and administrators or operators can access and process the footage within that timeframe. The livestream also includes the pre-buffer of up to 90 seconds, allowing the watcher to see why the livestream has been started. Utilizing recording to train and upskill the workforce The high-quality footage from the wearable camera can be used to document compliance with protocols and health and safety regulations. For example, in both healthcare and retail pharmacies, the camera can be used for drug and control compliance when counting pills. Body worn video footage ensures correct medication dispensation, deterring the illegal channeling of drugs to people they were not prescribed to. In addition to reviewing real-life scenarios, cameras can be used for training and educational purposes. First-hand recordings can help identify areas for improvement, and enhance skills through educational programs and workshops, especially when training resources are limited. Moving into new industries Wearable cameras can support various business processes and help reach objectives for security, staff safety, compliance and training. AXIS W110 is based on leading technology which grows with your needs. It will be available on the market from Q4 2023. From its smaller design to its highly secure documentation and seamless integration with existing security surveillance, the AXIS W110 will help lead segments beyond law enforcement into realizing the benefits of wearable video solutions. *Views expressed in the article are solely of Axis Comm.  

The importance of traffic management system is growing with time across the globe and India is no exception. Traffic monitoring has three core functions – traffic law enforcement, traffic direction and traffic accident reporting and investigation. Each of these functions contributes to highway safety directly and also by enhancing the safety efforts of other agencies. Traffic monitoring systems have their unique importance in traffic management. This equipment has a sensor that gives out information on the number of vehicles on a given road at a given time or a camera that helps with images of potholes and various other aspects related to traffic movement. The Urban Transport Authorities have raised the bar high when it comes to the usage of the exact equipment for predicting better road safety. Intelligent transport supported by a robust technological system. There are certain benefits attached to it such as: Resolving Traffic Problems: Resolution of traffic problems, which includes congestions, pollution, and safety. Enhancing Efficiency of Traffic Management: Enhancing the efficiency of the transport management system. Incident Reporting and Recording: Traffic violations, accidents, incidents, road rage, hit & run cases. The need for data related to traffic safety and transportation is critical. The contribution of technology in getting access to data is noteworthy. Relevant authorities can take steps to enhance the safety of commuters and other key stakeholders. There are two immediate benefits, which can be derived from data. The data helps in quick resolution of issues. It also helps in identifying problems, analyzing them and above all correcting them. The advanced traffic monitoring systems are composed of a set of application and management tools to improve the overall traffic efficiency and safety of the transportation systems. Furthermore, to overcome such issue, traffic management system gathers information from heterogeneous sources, it helps to process information and data to identify the hazards and challenges that may impede the traffic efficiency. These systems provide the vital information to manage the evolving challenges based on the traffic scenarios. There are multiple sets of traffic monitoring systems available, but broadly they fall into two categories, the first set consists of a traditional traffic monitoring system and the other one is comprised of intelligent traffic monitoring and management systems. The intelligent automated systems help to address the challenges in traffic monitoring through the help of IoT and AI Technologies. These automated systems are helping to simplify the challenges faced in achieving the goals of smart mobility, safe public transportation and reducing traffic rule violations. Latest trends The latest development in Traffic monitoring and management is enabled by Artificial Intelligence and big data analytics. Intelligent Traffic Systems (ITS) with advanced sensors, radars and license plate recognition cameras are helping to detect and deter the cases of traffic rule violations. These systems are further helping the cause in reducing the traffic congestion by managing the traffic scenarios with real time data visualization. Thus, Intelligent Traffic Management Systems are building consensus and creating awareness among the key stakeholders. Indian metros and cities are facing huge traffic congestion related issues in the recent past, one can hope that Intelligent Traffic Management Systems can offer some solace to the citizens.