The invention discloses an industrial
visual inspection data processing method, which comprises the following steps of: extracting product appearance data through a
product inspection image, constructing a product appearance preliminary screening model, comprehensively evaluating product quality from two angles of color and geometry, preliminarily screening products, ensuring the comprehensiveness of
data processing, re-inspecting the preliminarily screened products, and determining the quality of the products.
Image acquisition precision is analyzed and evaluated through a product detection image,
image acquisition performance is comprehensively evaluated through periodic data, then the
image acquisition performance is combined with a product reinspection result,
visual detection efficiency is deeply evaluated, a visual regulation and
control signal is generated, a visual acquisition mode is dynamically adjusted, and
visual detection requirements in an environment abnormal change state are met. Therefore, the continuous stability of the
visual detection efficiency is ensured, the product appearance preliminary screening model is optimized and upgraded by evaluating the preliminary screening detection efficiency of the product appearance preliminary screening model and generating a model optimization
signal, the self-growth of the model is realized, and the preliminary screening detection accuracy of the model is improved.