{"repo":"Collection-Space-Navigator/CSN","free":true,"listed":false,"github":"https://github.com/Collection-Space-Navigator/CSN","clone":"git clone https://github.com/Collection-Space-Navigator/CSN.git","description":"Interactive Visualization Interface for Multidimensional Datasets","language":"JavaScript","stars":68,"topics":["aesthetic-visual-analysis","collections","computer-vision","curating","curation","data-visualization","datasets","dimensionality-reduction","embeddings","graphics"],"license":"MIT","category":"machine-learning","readme_excerpt":"CSN - Collection Space Navigator: An Interactive Visualization Interface for Multidimensional Datasets Repository: https://github.com/Collection-Space-Navigator/CSN 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). The CSN code is partly based on the umap-explorer by GrantCuster. 🌐 Project website Online Demos 🖥️ WikiArt & Co: CSN demo 🖥️ Estonian Newsreels: Kinokroonika CSN 🖥️ Museum Collections: Datalab CSN 🖥️ Paper Dashboard: \"Expertise elevates AI usage: experimental evidence comparing laypeople and professional artists\" 🖥️ Image Embeddings Comparison: fruit-SALAD explorer Papers 📄 VINCI '23 📄 arxiv.org Getting Started We recommend using our colab: . It prepares the datasets and build a customized version of the Collection Space Navigator. For Jupyter Notebook, please use CSN notebook.ipynb Using the Collection Space Navigator Place your prepared dataset folders in the build/datasets directory and modify build/datasets/datasets config.json . We recommend using our colab CSN colab.ipynb to format your data correctly. To use the Collection Space Navigator locally run: The CSN should be now accessible ","default_branch":null,"files":null,"tree":[],"storefront":"/r/Collection-Space-Navigator","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Collection-Space-Navigator/CSN/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}