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@@ -12,7 +12,6 @@ We present EdgeFace- a lightweight and efficient face recognition network inspir
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  * **Training**: EdgeFace-Base was trained on [Webface260M](https://www.face-benchmark.org/) dataset (12M and 4M subsets)
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  * **Parameters**: 18.23M
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- * **Task**: Zero-shot Multi-speaker TTS
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  * **Output structure**: Batch of face images
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  ## Evaluation of EdgeFace
@@ -56,7 +55,7 @@ We present EdgeFace- a lightweight and efficient face recognition network inspir
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- ## Running kNN-TTS
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  Please check the project [GitHub repository](https://gitlab.idiap.ch/bob/bob.paper.tbiom2023_edgeface/)
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@@ -71,5 +70,11 @@ EdgeFace is released under [CC BY-NC-SA 4.0](https://creativecommons.org/license
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  If you find our work useful, please cite the following publication:
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  ```
 
 
 
 
 
 
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  ```
 
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  * **Training**: EdgeFace-Base was trained on [Webface260M](https://www.face-benchmark.org/) dataset (12M and 4M subsets)
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  * **Parameters**: 18.23M
 
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  * **Output structure**: Batch of face images
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  ## Evaluation of EdgeFace
 
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+ ## Running EdgeFace-Base
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  Please check the project [GitHub repository](https://gitlab.idiap.ch/bob/bob.paper.tbiom2023_edgeface/)
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  If you find our work useful, please cite the following publication:
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  ```
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+ @article{edgeface,
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+ title={Edgeface: Efficient face recognition model for edge devices},
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+ author={George, Anjith and Ecabert, Christophe and Shahreza, Hatef Otroshi and Kotwal, Ketan and Marcel, Sebastien},
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+ journal={IEEE Transactions on Biometrics, Behavior, and Identity Science},
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+ year={2024}
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+ }
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  ```