The invention discloses an image recognition method and device and a storage medium. The method relates to the technical field of image processing, and comprises the steps of carrying out the grayingprocessing, feature vectorization processing and sample set training of a normalized standard seal image, obtaining a trained sample set, carrying out the classification of the trained sample set according to a preset rule, and obtaining a classification recognition model; and enabling the classification and identification model to identify the normalized to-be-detected seal image, and calculatingthe matching degree of the standard seal image and the to-be-detected seal image by adopting a Match algorithm according to the color matrix. The technical scheme of the invention is provided for identifying the seal. The seals are with similarity, so the model can be conveniently trained, the trained model is high in recognition degree; experience data does not need to be obtained through a large number of experiments or through an expert system technology, time is saved, the technical scheme can replace manpower to identify the authenticity of the seal, the process speed of target image recognition is relatively high, the technology is simple, and the recognition accuracy is high.