Is it good to set the value of k to 4096 for images with resolution of 256x256? Explain. Consider that we perform the k-means clustering on the data vectors, where k=2^v.

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Is it good to set the value of k to 4096 for images with resolution of 256x256? Explain. Consider that we perform the k-means clustering on the data vectors, where k=2^v

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