Teachable Machine is a web-based tool that makes creating machine models fast, easy, and accessible to everyone. Specifically, in this Teachable Machine, we can see that it has been developed in order to be able to distinguish between different instruments: an acoustic guitar, a grand piano, a flute... The elaboration of this system has been mediated by the collection of images of the different type of instruments.