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Create geo image dataset in 20 minutes
Aug. 9, 2022, 7:14 p.m. | Aaditya Bhat
Towards Data Science - Medium towardsdatascience.com
Build geo specific subset of LAION-5B
Photo by Dennis Kummer on UnsplashIntroduction to LAION-5B
Large-scale Artificial Intelligence Open Network (LAION), is a non-profit organization making machine learning resources available to the general public. Recently, LAION released a dataset of 5.85 billion image-text pairs collected from the internet. LAION-5B dataset contains urls, text along with a KNN index.
The KNN index powers a search engine called clip retrieval that enables users to explore the LAION-5B dataset interactively. Clip retrieval provides …
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