Nearest-Neighbour-Search-Neural-Networks-Product-Quantization/TEXMEX/Locality Sensitive Hashing/LSHtry.m

clear all
close all
clc

ll=16;
kk=20;

addpath('../Functions');
addpath('./Functions');


XSetMat=double(fvecs_read('../Data/sift/sift_base.fvecs'));

if(1)
    XSetTable=lsh('e2lsh',ll,kk,size(XSetMat,1),XSetMat,'range',255,'w',-4);
    save(sprintf('./Data/XSetTableL%.0fk%.0f.mat',ll,kk),'XSetTable');
else
    load(sprintf('./Data/XSetTableL%.0fk%.0f.mat',ll,kk));
end

YSetMat=double(fvecs_read('../Data/sift/sift_base.fvecs'));

[mi,ma,me]=lshstats(XSetTable,'test',XSetMat,YSetMat,2);