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sentence-transformers/unsplash-lite

Unsplash Lite Unsplash Lite Dataset.This dataset contains: a subset default with about 25k images and related keywords when available. Keywords are eparated by ; and note that we kept only those where the confident score indicated by Unsplash is higher than 90% a subset embeddings_clip-ViT-B-32 which contains precomputed embeddings of the images via the clip-ViT-B-32 model by OpenAI a subset embeddings_metaclip-2-worldwide-s16-384 which contains precomputed embeddings of the… See the full description on the dataset page: https://huggingface.co/datasets/sentence-transformers/unsplash-lite.

sourceHugging Faceupdated 4mo agoView on Hugging Face
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Dataset Card

Unsplash Lite

Unsplash Lite Dataset. This dataset contains:

  • —a subset default with about 25k images and related keywords when available. Keywords are eparated by ; and note that we kept only those where the confident score indicated by Unsplash is higher than 90%
  • —a subset embeddings_clip-ViT-B-32 which contains precomputed embeddings of the images via the clip-ViT-B-32 model by OpenAI
  • —a subset embeddings_metaclip-2-worldwide-s16-384 which contains precomputed embeddings of the images via the metaclip-2-worldwide-s16-384 model by Meta
  • —a subset embeddings_metaclip-2-worldwide-s16-384-eng-32768 which contains precomputed embeddings of the images via the metaclip-2-worldwide-s16-384-eng-32768 model by AlphaEdge

These three precomputed embeddings subsets are useful for tutorial notebooks in the Sentence Transformers documentation showing how to use the lib to perform (multi-lingual) 0-shot image classification, monolingual/multilingual, image clustering and image de-duplication.

License

https://unsplash.com/license

TL;DR: Unsplash images are designed to be used freely, and our license reflects this.

  • —It is possible to download and use all the images for free
  • —For commercial and non-commercial purposes
  • —No permission required (an assignment will always be appreciated!)

What is not allowed 👎

  • —It is not allowed to sell the images without significant modification.
  • —Compiling images from Unsplash to replicate a similar or competing service.

Credit to lbourdois for collecting and uploading this dataset.