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khalidmoataz/Visual-Search-Using-Deep-Learning-and-Local-Color-Histogram

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Data_preprocessing
Data_preprocessing
 
 
Get_Similar_Images
Get_Similar_Images
 
 
Results
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README.md
README.md
 
 
Runner.py
Runner.py
 
 

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Libraries used

  • Tensorflow
  • Opencv
  • Numpy
  • scipy
  • Matplotlib
  • Annoy

Dataset

  • Caltech 101

Algorithm

  • Vgg16 + Local Color Histogram

Results Before Applying Local Color Histogram

alt text

Results After Applying Local Color Histogram

alt text

About

CBIR Using Deep learning and local color histogram

Topics

python keras histogram cbir visual-search tenorflow

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