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@clcatalan clcatalan commented Jan 4, 2025

Code is Based on this Guide, simply follow it and you'll be able to run it: https://zarkopafilis.medium.com/image-deduplication-using-openais-clip-and-community-detection-2504f0437e7e

The method uses Open AI's CLIP models to perform inference to extract image features, and uses community detection by clustering to "cluster" together images with semantically similar information

Prerequisites:

  • Python 3.8+
  • pip
  • pytorch/torch
  • sklearn

@clcatalan clcatalan changed the title Dedup Using CLIP and Clustering [WIP] Dedup Using CLIP and Clustering Jan 4, 2025
@clcatalan clcatalan changed the title [WIP] Dedup Using CLIP and Clustering Dedup Using CLIP and Clustering Jan 21, 2025
@SamuelCahyawijaya
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Hi @clcatalan, do we have the latest script for running the dedup experiment?

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4 participants