Material identifying and counting method, device and equipment and storage medium

The invention provides a material identifying and counting method, which comprises the following steps of: setting YOLOv8x model parameters, namely setting a confidence value to be 0-1; the intersection-to-union ratio is 0-1; setting a bestboxarg parameter of the detection frame to determine a preset shape and size of the detection frame; the materials are divided into n large classes according to the approximation degree, the material features of each large class are marked, YOLOv8x model training is carried out, and a pre-trained YOLOv8x model is obtained; setting the pre-trained YOL Ov8x model in detection software, and accessing a material detection video; and according to a preset rule, carrying out screenshot on the material detection video, and inputting the screenshot into the pre-trained YOLOv8x model to carry out material identification counting. According to the invention, light weight and material counting are realized based on the YOLOv8x model, the cost is low, the computing power requirement is