codebook visualization

[xiaofeixia2022]

Hello, based on the information you provided, I successfully replicated the model, and the results are excellent! In your article, you mentioned the function of the codebook 'to learn to cluster the artwork distribution in the representation space, where the centroids of all clusters form an artwork codebook Zart.' I'm very interested in knowing how to visually demonstrate the clustering effect on the dataset

[siyuhuang]

Hi @xiaofeixia2022, you can use visualization tools like tSNE to plot the codebook distribution. However, we do not include this in our paper, since the visualization results are most likely not interpretable, since each code only refers to a small patch of the original image, and also, it interacts with the neighboring codes.

[shehuiyaoa11y]

Hello, the pre-training weights landscape2art provided by the author are no longer valid, can you help me? Provide that weight. Thank you!