The application discloses a battery X-
ray Overhang measurement method and
system based on target detection coarse positioning and polar plate structure prior boundary segmentation. The method comprises the following steps: acquiring an X-
ray original image of a battery to be measured; performing coarse positioning on the battery area of the image and
cutting the image to obtain a local image to be measured; inputting the local image to be measured into a polar plate boundary segmentation network based on polar plate structure prior, performing multi-scale
feature coding, structure prior fusion and two-stage progressive boundary
estimation, and outputting a polar plate boundary probability graph; performing post-
processing on the probability graph, extracting positive and negative polar plate boundary position sequences, calculating layer-by-layer Overhang and alignment degree statistics, and outputting a qualified judgment result. In the reasoning stage, only a
single image to be measured is required, the layer-by-layer Overhang numerical chain can be output under the condition of two-dimensional X-
ray, the coarse positioning cost is reduced, and the
measurement reliability in the dense polar plate scene is improved.