August 26, 2024
Computer vision and artificial intelligence in manufacturing
A few examples of how modern technology makes it possible to produce things faster, cheaper — and more environmentally friendly
The most common example of using computer vision in security is to control access to a secure facility. Already, the camera image is enough to recognize a person with absolute precision, unmistakably distinguishing even twins — far more accurate than any security guard can manage.
In facilities that require a regular RFID chip badge for entry, facial recognition can be an additional security tool (in case the badge is stolen and used maliciously).
In addition, the use of CV makes entrance checks smooth: even automatic access gates and electronically locked doors are unnecessary. The cameras will immediately detect that an intruder has entered the facility, and the AI will alert the security or lock the door.
Artificial intelligence and computer vision technologies are actively used to monitor the safety of construction and industrial sites.
For example, movable surveillance modules with cameras on a retractable boom are used to ensure the safety of workers in a constantly changing environment. They provide security 24/7, in any weather, thanks to the infrared sensors.
No operator is required — AI analyzes the image looking for suspicious activity and patterns. CV systems recognize patterns of malicious behavior or perform simple activity recognition to ensure the safety of workers and valuable goods.
Moreover, drones — such as those from DeltaDrone — are used to monitor the security of large facilities. A quadcopter surveys the perimeter, and AI and CV technologies make it easy to identify an intruder.
Artificial intelligence has a lot to do where humans are working (and where it's important to keep them safe).
Protective clothing and equipment. One of the most common causes of employee deaths and injuries is the neglect of use of the protective equipment. For example, employees in the workshop must put their helmets on, and high-rise specialists must wear safety belts. Cameras can be used to make sure employees are using safety equipment — and even stop machinery or lifting platforms if the AI doesn't detect them on a person.
Safe operation of equipment. Cameras make sure that employees' limbs are not inside the press, moving joints or shears. If the camera detects a dangerous movement, the AI can automatically stop the machinery.
Object location control. On the production site, materials, equipment, and vehicles should be located in designated areas. Otherwise, accidents can happen — and CV can check that everything is in order.
AI solutions are popular in aviation. All vehicles, carts, ladders and equipment at the airport must be placed correctly. A recklessly left ladder can cause damage to an aircraft causing tens of millions of dollars in losses.
Anomaly detection. Cameras will detect fires, leaks, equipment malfunctions, and even emergencies like ground failure — a solution that is more generalizable and easily combines all functionality and runs on the same video stream than specialized sensors.
Best of all, all of these solutions can work in your industrial or security facility now. Just connect the camera feeds to the cloud and we'll do the rest!
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