Image recognition method and device, electronic equipment and storage medium

The embodiment of the invention discloses an image recognition method and device, electronic equipment and a storage medium. The method comprises the steps of obtaining a to-be-recognized image; inputting the to-be-recognized image into a first feature selection network to obtain a first representative feature of the to-be-recognized image, wherein the first representative feature is a local image feature related to a category to which the to-be-identified image belongs; determining the similarity between the first representative feature and a second representative feature of the sample image of each category in the preset categories, and obtaining a similarity value corresponding to the to-be-recognized image and each category in the preset categories, wherein the second representative feature is a local image feature related to the category to which the sample image belongs; and according to the similarity value, identifying the category to which the to-be-identified image belongs from the preset categories