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Artificial vision for manufacturing is a very important step when the process is automatic, so to improve productivity with high quality, this investigation presents a new method for manufacturing by applying artificial intelligence for tool selection; in the proposed method, a camera takes a picture and artificial program is applied to process the image and thus generate it to the size of the cutting tool. This chapter describes the development of a new method by programming using artificial vision to select the cutting tool. The experimental results show that the combination of artificial vision and programming is capable of selecting the correct tool.