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data

data

 
 

tests

tests

 
 

.gitignore

.gitignore

 
 

README.md

README.md

 
 

__init__.py

__init__.py

 
 

compactbit.py

compactbit.py

 
 

kmeans.py

kmeans.py

 
 

load_data.py

load_data.py

 
 

lsh_hash.py

lsh_hash.py

 
 

main.py

main.py

 
 

manhattan_quant.py

manhattan_quant.py

 
 

metrics.py

metrics.py

 
 

pca.py

pca.py

 
 

pca_hash.py

pca_hash.py

 
 

precision_recall.py

precision_recall.py

 
 

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imgInstant

Implement two hash methods based on LSH and PCA respectively, also utilize kmeans to boost the quantization performance.

Go by running main.py.

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A hash-based image search system

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