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image_retrieval's Introduction

This project mainly focus on image retrieval with keras.

A image retrieval demo implemented with keras based on VGG16 Convolution Neural Networks.

Steps:

  1. Extract image (in the database data/training_images) features using the VGG16 CNN model.
  2. Store the features in H5PY file.
  3. Load the features then using the VGG16 model retrieval the image in the data/retrieval_images
  4. Using dot product compute the similarity between two images, more similar has higher score.

image_retrieval's People

Watchers

James Cloos avatar kerwin avatar

Forkers

csuk0914

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