Wiring process quantitative scoring method and system based on machine vision

The invention discloses a wiring process quantitative scoring method and system based on machine vision, and is applied to the technical field of wiring evaluation, and the method comprises the steps: obtaining a wiring completion image, and constructing a wiring feature extraction model based on LSTM based on a preset image reference surface; and performing attention weighting on the wiring features by using a multi-head attention mechanism, and inputting a wiring process quantitative scoring model based on LSTM to obtain a wiring process quantitative scoring result. According to the method, on the basis of ensuring wiring feature extraction and wiring process quantitative scoring objectivity and accuracy, relevance between wiring features is fully considered, deeper features are learned, the wiring process quantitative scoring accuracy is further improved, and the quantitative scoring accuracy of the wiring process can be further improved by changing the layer number, the hidden layer unit number, the batch