Fig. 15: Cultural Compliance Analysis. | npj Heritage Science

Fig. 15: Cultural Compliance Analysis.

From: A semantic reconstruction and AI-controlled generation method for the cultural genes of Qing Dynasty embroidery patterns: a case study of official rank badges

Fig. 15: Cultural Compliance Analysis.The alternative text for this image may have been generated using AI.

a CLIP Semantic Similarity Distribution. b CLIP Score vs Human Evaluation. c Symbol Recognition Confusion Matrix. d Method Performance Comparison. Conducts Cultural Compliance Analysis by comparing the CLIP Semantic Similarity distribution of Hard and Soft Constraints methods, showing the correlation between CLIP Score and simulated human evaluation, providing a confusion matrix for symbol recognition, and comparing the CLIP Score and symbol recognition accuracy performance of the two methods.

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