Deep-learning-based CNC machine tool cutting tool breakage detection system and method

摘要: The invention belongs to the field of tool breakage intelligent detection and specifically discloses a deep-learning-based CNC machine cutting system method. method comprises steps shooting video workpiece in process through an image data acquisition module; extracting datapretreatment conducting locating, normalization processing on extracted image; receiving processed edge computing module integrating broken discriminator; forward reasoning pre-trained convolutional neural network obtain discrimination result; implementing control over according result alarm module. Through method, state canbe automatically accurately monitored real time material machining process. has advantages being high automation degree, easy implement, accuracy rate like.