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MNIST and Local Binary Patterns

I'm trying to cluster MNIST dataset, I'm using PCA(for dimension reduction) and kmeans for clustering. For now I'm using just raw vector of pixels, I tried to convert it with Local Binary Patterns but it still gives bad results, I think I need to compute histograms based on LBP, but not sure how? I use code from here

MNIST and Local Binary Patterns

I'm trying to cluster MNIST dataset, I'm using PCA(for dimension reduction) and kmeans for clustering. For now I'm using just raw vector of pixels, I tried to convert it with Local Binary Patterns but it still gives bad results, I think I need to compute histograms based on LBP, but not sure how? how. I use code from here

can you provide some examples?