Explainable AI Modeling and Simulation System and Method

摘要

AI workflow model that enables image conversion, image processing, and image search engine by selecting/assembling algorithms suitable for the created/edited workflow according to the subject area such as display manufacturing process A system and method for generating and performing simulation are provided. The explainable artificial intelligence modeling and simulation method according to an embodiment of the present invention includes designing an artificial intelligence workflow model when an algorithm suitable for a workflow created/edited according to a subject area is selected from pre-stored algorithms; And when input information is input, performing simulation on an artificial intelligence workflow model based on the input information. Accordingly, as described above, according to embodiments of the present invention, it is possible to visualize the connection of algorithms based on a workflow and automatically verify performance through integrated simulation, and simultaneously simulate a plurality of AI algorithms based on workflow. You can compare the mutual performance. In addition, it is possible to suggest the direction of improving the algorithm's performance by allowing the result of classification analysis to explain the cause/evidence with images and standardized feature data.