Drug packaging aluminum foil surface defect detection method based on improved YOLOX

The invention discloses a medicine packaging aluminum foil surface defect detection method based on improved YOLOX, which comprises the following steps: step 1, making a data set, collecting data from a medicine plate produced by a pharmaceutical factory, and marking; 2, the marked data are put into the improved YOLOX network for training, and a training result is obtained; 3, testing based on the model file obtained in the step 2 to obtain a test result; and 4, displaying defect identification and positioning of the defect graph in combination with a test result obtained in the step 3. 本发明公开了一种基于改进YOLOX的药品包装铝箔表面缺陷检测方法，其包括：步骤1：制作数据集，从药厂生产的药板中进行数据采集，并进行标注；步骤2：将标注好的数据放入改进后的YOLOX网络进行训练，并得到训练结果；步骤3：基于步骤2得到的模型文件，进行测试，得到测试结果；步骤4：结合步骤3得到的测试结果对缺陷图的缺陷识别和定位进行展示。