![]() As a problem at least briefly patched by crowdsourcing sites such as Amazon’s MTurk, it has until recently remained a difficult to solve problem. One of the largest obstacles to automation and machine learning is image recognition. Experian is using it to train its systems with regards to what financial information is important and which should be disregarded, allowing it to speed up its operations without losing its accuracy. ![]() But even better, it will alert a human maintenance technician when the welder begins to have readings heading in the wrong direction, allowing for timely repairs or maintenance to be performed without stalling the assembly line. It’s being used in OTC Daihen’s teaching robots for automated assembly line welding that will only stop welding when something is outside of the parameters. Machine learning is a large part of the automation process. Using Object Detection for Reading License Plates But how do we get there from here? Here’s a quick overview to help get you started. Toll lanes, vehicle registration, car maintenance, law enforcement: all these are areas that could be streamlined and improved through automation. One way that workflow process automation can be brought into service is through using software that can detect objects and read characters for a wide range of industries. ![]() The move towards full digitization of business, personal life and government includes a strong trend towards automating the workflow process.
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