Working procedure detection device based on deep learning, and working procedure detection method thereof

The invention belongs to the technical field of working procedure detection on the basis of deep learning, in particular to a working procedure detection device based on deep learning, and a working procedure detection method thereof. The working procedure detection device comprises an offline working procedure detection model training module and an online working procedure detection module, wherein the offline working procedure detection model training module is used for obtaining the product image information of each step in the working procedure, carrying out analysis training on the product image information to obtain a neural network model corresponding to the working procedure, and storing the neural network model to a model library; and the online working procedure detection moduleis used for receiving the neural network model selected from the model library by operation personnel, analyzing and identifying a working procedure type and feeding back the working procedure type tothe operation personnel.