The invention relates to the technical field of optical detection, in particular to an AOI automatic
optical detector calibration method and
system, and the method comprises the following steps: obtaining a standard color palette RGB reflection reference, collecting a measured value, calculating an offset contrast, extracting image brightness, generating a correction ratio, converting
gray level, extracting abrupt change, screening anomalies, and analyzing a brightness trend to generate a finishing
record. And formulating a
rule matching correction output comparison table. According to the method, the accuracy and reliability of
image detection are enhanced through detailed analysis and accurate correction of color offset and brightness difference, the scheme combines real-time
light source data and image information, fine changes are effectively identified, the misjudgment rate is reduced, the accuracy of gray and
color correction is improved through comprehensive analysis of
light intensity offset and regional brightness trend, and the accuracy of
image detection is improved. The detection efficiency and quality of a high-density circuit are ensured, the detailed calibration mechanism remarkably reduces detection errors especially in a high-precision environment, and product
quality control and the stability of a production process are optimized.