The invention discloses a
urine test paper
image detection method based on mobile equipment. The
urine test paper
image detection method comprises the following steps: acquiring camera parameters of a plurality of mobile equipment, establishing an equipment optical feature
library, acquiring test paper images shot by the mobile equipment in different environments, and associating the test paper images with the equipment optical feature
library to establish a multi-environment sample
library; the multi-environment sample library serves as sample input, a color
block detection model is established, and anchor points of samples are dynamically adjusted in the training process of the color
block detection model; converting the RGB value of the test paper color block of the sample into a standard CIE Lab space; performing direction judgment and abnormal point filtering on the sample based on the checking color block space relationship; and constructing a standard
urinalysis pigment feature library, matching the sample with the standard
urinalysis pigment feature library, and outputting a detection result. The method has the beneficial effects that the cross-equipment
color difference problem is effectively solved by establishing the equipment optical feature library, introducing the double-
branch detection network and improving the
anchor point adjustment mechanism of the SSD, and the accuracy of a
urine detection result is improved.