Similar article searching method and device and computer readable storage medium

The embodiment of the invention discloses a similar article searching method and device, and the method comprises the steps: receiving a to-be-searched image, and determining local attribute information corresponding to the to-be-searched image; encoding the to-be-searched image and the local attribute information by utilizing a preset image local attribute encoding model, and determining an image local attribute code; and carrying out vector retrieval from an article library by utilizing the image local attribute codes, and determining recommended articles with similar local attributes. By adopting the scheme, the commodity attributes and the commodity image information are deeply fused, so that the image key information of different areas is extracted from different attributes, and the diversity of similar search results is enhanced. 本发明实施例公开了一种相似物品的搜索方法及装置，相似物品的搜索方法包括：接收待搜索图像，并确定与所述待搜索图像对应的局部属性信息；利用预设图像局部属性编码模型，对所述待搜索图像和所述局部属性信息进行编码，确定图像局部属性编码；利用所述图像局部属性编码，从物品库中进行向量检索，确定局部属性相似的推荐物品。采用上述方案，将商品属性与商品图像信息深度融合，