Computer Vision, Digital Twins as Emerging Technologies
Technology & Change:
Artificial intelligence or AI has transformed the computing industry and the world wide web to a very great extent possible. Nowadays, it is also touching the impossibles of the world. What the human brain does and it can't do , can be done by the Artificial intelligence. Computer vision and Digital twins are the positive outcomes of such research and exploratory science.
Let us understand, how these two disruptive and emerging technologies are going to revolutionize the world.
Computer vision:
Computer vision uses artificial intelligence - AI to develop and deliver solutions for computer vision. The programmers use Open CV with Python or Open Cv with Matlab or Open Cv with C++.
Since the visual world comprising of Pictures and videos are huge now in the world wide web and other utilities, Computer vision learns techniques to interpret, understand, group and sort images by using AI.
In case of thousands of images, it is very difficult to interpret images by human beings and lack of time is in question. But computer vision as part of the engineering does the work scientifically to deliver results in a fraction of time. Also read the following related articles:
Computer Vision Applications:
As we know, computer vision uses deep learning models to understand cameras and videos which outputs are pictures and videos.
In terms of its applications, it enables large visual transaction processing requirements. For examples, It can support law enforcement agencies to identify specific pictures and videos to identify an accused.
In case of banks and large finance organizations, it can identify and sort KYC documents and evidences based on images such as National Id cards, passports and other documents
Autonamous cars can use the methodology to identify objects in front of them, and drive without accidents.
Digital Twins:
Digital twins means, it can mimic or copy a living or a physical object digitally which can take a physical shape later.
Artificial intelligence, Internet of things are at play to make digital twins and Microsoft Asure Digital twins is always quoted as the example for digital twins.
Definition language - DTDL and JSON-LD are being used to develop solutions based on digital twins.
IT professionals create digital twins by doing simulations multiple times for creating or recreating an object which is otherwise knows as replicas. This changes the whole thing about, how the computing world will tread in the future?
Case Capsules - Digital Twins:
Construction industry use this technique for developing replicas or 3D shapes of their buildings and towers
Automobile industry are using this technique for their automobile models. Volkswagon DE Metal casting digital twin is an example
German Engineering majors - ABB and Siemens uses digital twins in their engineering work and developments
Insurance Industry can use digital twins to understand the property under insurance and understand in detail the potential threat due to sabotage or terrorist threat.
Health care industry can use it for pre surgery related studies and for learning purposes
