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At present, the development of artificial intelligence technology AI is in full swing, and it is slowly entering applications in various industries, which will also be the future direction. Combined with the current development of automation equipment, analyze the current application of AI in the automation industry.

1. The current application of AI development in the automation industry is mainly 2D or 3D image processing. For example, appearance inspection, guiding robots to pick and position when materials are stacked, etc. The main reason is that the current AI development is based on the deep learning framework, which requires large-scale sample learning. However, in a deep sense, it is based on databases and is still different from artificial logical thinking. But even so, the machine vision algorithm has been greatly improved, because many applications cannot have clear black and white rules. Only automatic fuzzy algorithms such as artificial intelligence can do this, especially in the field of image recognition where AI is currently well developed. Of course, this application is not easy and needs to be combined with appropriate cases. For example, if you manufacture an automated appearance inspection equipment, the actual situation is that the customer hopes that the equipment can detect 100% on the first day of application. But in fact, you need a lot of samples to learn. Customers do not have so many samples at this time, and they cannot predict future defects. This creates barriers to system introduction. Waltrontech Of course, currently all manufacturers are trying their best to develop some common models and algorithms to minimize the amount of learning required and make improvements. But further technological development is also needed.

 2. At present, artificial intelligence is not good at the logical thinking method of human thinking. Therefore, it cannot be replaced in the behavioral decision-making of the device. Therefore, the program still needs to execute the designed and 100% clear logic. Otherwise, it may cause loss of control. At present, progress in this regard is still relatively slow.

 3. Currently, the popular artificial intelligence Chatgpt is only good at big data, images, and voice. It can be imported into automated applications. It will take a long way to truly replace manual labor for automated production, but I believe it will continue to make breakthroughs.

 But no matter what, AI will be used more and more in the automation equipment industry, especially in the detection and positioning of automated appearance images or 3D images. As long as the application can have some tolerance, this will greatly improve the function and efficiency of the system.