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@@ -84,10 +84,13 @@ For an elaborate description of the evaluation refer to the notebook
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  [GSI_VideoRetrieval-Evaluation](https://huggingface.co/Diangle/clip4clip-webvid/blob/main/Notebooks/GSI_VideoRetrieval-Evaluation.ipynb).
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  <div id="footnote1">
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- <p>[1] For overall search acceleration capabilities, in order to boost you search application, please refer to [Searchium](https://www.searchium.ai)</p>
 
 
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  </div>
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  ## Acknowledgements
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  Acknowledging Diana Mazenko of [Searchium](https://www.searchium.ai) for adapting and loading the model to Hugging Face, and for creating a Hugging Face [**SPACE**](https://huggingface.co/spaces/Diangle/Clip4Clip-webvid) for a large-scale video-search demo.
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  Acknowledgments also to Lou et el for their comprehensive work on CLIP4Clip and openly available code.
 
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  [GSI_VideoRetrieval-Evaluation](https://huggingface.co/Diangle/clip4clip-webvid/blob/main/Notebooks/GSI_VideoRetrieval-Evaluation.ipynb).
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  <div id="footnote1">
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+ [1] For overall search acceleration capabilities, in order to boost you search application, please refer to [Searchium.ai](https://www.searchium.ai)
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  </div>
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  ## Acknowledgements
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  Acknowledging Diana Mazenko of [Searchium](https://www.searchium.ai) for adapting and loading the model to Hugging Face, and for creating a Hugging Face [**SPACE**](https://huggingface.co/spaces/Diangle/Clip4Clip-webvid) for a large-scale video-search demo.
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  Acknowledgments also to Lou et el for their comprehensive work on CLIP4Clip and openly available code.