It's a Python application that sorts images by their similarity based on ConvNext deep learning features and HSV histogram comparison. Embeddings are pre-clustered with K-Means. FAISS index assigned ...

Python implementation of a (plug-and-play) constrained linkage function for constrained hierarchical clustering with maximum cluster size, minimum cluster size, must-link, cannot-link and custom ...

Clustering is a basic tool in data analysis and interpretation. Traditional clustering algorithms must improve on problems such as scalability for companies with huge datasets or poor-quality clusters ...

Superiority of the new method is demonstrated by comparing it with two recently developed partitional clustering techniques and one popular hierarchical clustering algorithm. The partitional ...