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Performed feature extraction and similarity lookup on Caltech101.

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AbdullahMakhdoom/Image-Search-Engine

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1-feature_extraction.ipynb
1-feature_extraction.ipynb
 
 
2-similarity_search.ipynb
2-similarity_search.ipynb
 
 
3-improve_search_time.ipynb
3-improve_search_time.ipynb
 
 
4-improve_search_accuracy.ipynb
4-improve_search_accuracy.ipynb
 
 
5-feature_compression_using_PCA.ipynb
5-feature_compression_using_PCA.ipynb
 
 
README.md
README.md
 
 

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Image Search Engine

Reverse Image Retrieval using Image Embeddings(feature vectors of ResNet-50) on Caltech101 dataset. Explored different algorithms and libraries to improve accuracy, speed up feature extraction process for scalibility and making query in microseconds.

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Performed feature extraction and similarity lookup on Caltech101.

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t-sne computervision imagesearch embeddings-similarity

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