Andres Karjus evolutionary linguist | cultural data analyst | AI & DH instructor
Description: CSN - Collection Space Navigator: Interactive Visualization Interface for Multidimensional Datasets.
visualization (978) umap (11) embeddings (5) multidimensional data (1) tsne (1)
We introduce the Collection Space Navigator (CSN), a browser-based visualization tool to explore, research, and curate large collections of visual digital artifacts that are associated with multidimensional data, such as vector embeddings or tables of metadata. Media objects such as images are often encoded as numerical vectors, for e.g. based on metadata or using machine learning to embed image information. Yet, while such procedures are widespread for a range of applications, it remains a challenge to exp
The Collection Space Navigator (CSN) is an explorative visualization tool for researching collections and their multidimensional representations. We designed this tool to better understand multidimensional data, its methods, and semantic qualities through spatial navigation and filtering. CSN can be used with any image collection and can be customized for specific research needs (see Jupyter Notebook or Google Colab ).
CSN allows users to filter and explore their collections using interactive and customizable Dimension Filters based on metadata and vector embeddings.
Andres Karjus evolutionary linguist | cultural data analyst | AI & DH instructor