Automation with AI and Machine Vision
Automation is the biggest buzzword in the world of Technology in the 21st Century. Tech giants and Industries are transforming into systems with higher production rates to keep up with the ever-increasing demand for efficient production. Industries are using PLC and SCADA system to increase production which is a good example of automation but there are many aspects of these systems which are to be improved and thus require human aid to function properly.
Microcontrollers and Microprocessors are the heart of automation but they can only work when given correct input and here comes the use of Machine Vision with Artificial Intelligence, Machine Vision if implemented properly can totally eradicate the errors of dynamic characteristics in the system.
Machine Vision can totally change the way of monitoring systems. It acts as an Artificial Vision for the System which it can use to make very wise decisions and increase productivity efficiently. Many industries currently use Machine Vision for high-speed monitoring of production such as Coca Cola, Frito-Lay, Mitsubishi Electric, Tesla, BMW, KUKA Robotics and many more.
A normal camera can capture 30-250 FPS (Frames Per Second) whereas High-speed cameras can capture insanely up to 20,000FPS which makes the system to analyse 20,000 Images per second and therefore makes it totally possible to detect errors in production lines with production rates as high as 1000-1500 items per Minute.
Interestingly machine Vision is used quietly in daily lives in Cameras having Face Detection and Autocorrection features. Machine vision integrated with Artificial intelligence can be very trustworthy in fields like Security Systems and High end monitoring such as weather and planetary objects monitoring and Healthcare with high-end precision.
The future is waiting with robots with Machine Vision and NLP (Natural Language Processing) capabilities in the Assembly lines and Homes to understand and help humans with outstanding efficiency and Accuracy which is going to bring a Massive Revolution in Industrialisation and human civilisation.