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image search based on elastic search, image-match and keras

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guoxiaolu/image_search

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image_search

image search based on elastic search, image-match and deep learning

Algorithm: Use VGG_16 model to extract global feature of image, deep learning model is implemented by Keras. (theano backend) The distance metric is based on cosine_distance. Search Engine: Elastic search

This project is modified from image-match. The VGG_16 model can be get from this. A plugin is needed for ElasticSearch vector scoring, from here

Dependence: basic package: numpy, scipy, skimage keras/theano elasticsearch

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image search based on elastic search, image-match and keras

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