Harald KlinkeExploring large image collections as navigable spaces: ImageSpace by Nabeel Siddiqui turns thousands of artworks into interactive visual maps—powered by CLIP embeddings, clustering, and browser-based rendering.
A compelling direction for digital art history and AI-driven cultural analytics.
#DigitalHumanities #AI #ComputerVision #DataVisualization #CulturalAnalytics
https://nabeelsiddiqui.net/blog/2026-03-27-introducing-imagespace/
A compelling direction for digital art history and AI-driven cultural analytics.
#DigitalHumanities #AI #ComputerVision #DataVisualization #CulturalAnalytics
https://nabeelsiddiqui.net/blog/2026-03-27-introducing-imagespace/
ImageSpace: Using AI to Visualize Large Image Collections in the Browser
ImageSpace uses AI to turn any image collection into an interactive scatter plot. OpenAI's CLIP vision model generates embeddings, t-SNE arranges them by visual similarity, and HDBSCAN clusters them automatically—all viewable in the browser with no backend required.