AUTOMATIC CALCULATION METHOD FOR SURFACE DEFECT AREA OF WET BLUE SKIN BASED ON DEEPLABV3+ MODEL
개요
발명자
Wei LIN; Changping HUANG; Chunhua WANG; Le YANG; Long ZHANG; Jianhui WU
IPC 분류
CPC 분류
Provided is an automatic calculation method for a surface defect area of a wet blue skin based on a Deeplab V3+ model, aiming at solving the problem that the automatic calculation of the defect area is difficult in a tannery. The method includes image data acquisition and preprocessing of a wet blue skin, training and verification of a wet blue skin defect segmentation model based on a Deeplab V3+ model, and automatic calculation of the defect area in a segmented image. The method can accurately segment common defects such as knife holes, brands and the like on the surface of a large-area wet blue skin, with a high speed of detecting a wet blue skin within 1s.
원문 (중국어)
Provided is an automatic calculation method for a surface defect area of a wet blue skin based on a Deeplab V3+ model, aiming at solving the problem that the automatic calculation of the defect area is difficult in a tannery. The method includes image data acquisition and preprocessing of a wet blue skin, training and verification of a wet blue skin defect segmentation model based on a Deeplab V3+ model, and automatic calculation of the defect area in a segmented image. The method can accurately segment common defects such as knife holes, brands and the like on the surface of a large-area wet blue skin, with a high speed of detecting a wet blue skin within 1s.