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image retrieval systems based on CNN feature distance and triplet loss

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图像检索系统实现示例

本项目包含2种不同的图像检索系统实现:

image_retrieval_web_demo

基于CNN进行图像特征抽取,基于相似度比对与排序完成图像检索。基于flask搭建浏览器交互网页,可以实时上传图片与检索。

image_retrieval_based_on_triplet_loss

基于triplet loss构建的度量学习图像检索示例,图像数据集用的minist与fashion-mnist示例。

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image retrieval systems based on CNN feature distance and triplet loss

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