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  # Empathic-Insight-Face-Large
 
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  **Empathic-Insight-Face-Large** is a set of 40 emotion regression models trained on the EMoNet-FACE benchmark suite. Each model is designed to predict the intensity of a specific fine-grained emotion from facial expressions. These models are built on top of SigLIP2 image embeddings followed by MLP regression heads.
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  This work is based on the research paper:
 
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  # Empathic-Insight-Face-Large
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+ [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/11oUMo2HX0OuD9dx5ZM4ltNvoYxbI65hu?usp=sharing)
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+ <a href="https://colab.research.google.com/drive/11oUMo2HX0OuD9dx5ZM4ltNvoYxbI65hu?usp=sharing" target="_blank">
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+ <img src="https://huggingface.co/laion/Empathic-Insight-Face-Large/resolve/main/Screenshot%202025-05-19%20224648.png" alt="Empathic Insight Face Example" style="width:100%; max-width:700px; height:auto; display:block; margin-left:auto; margin-right:auto;">
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+ </a>
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  **Empathic-Insight-Face-Large** is a set of 40 emotion regression models trained on the EMoNet-FACE benchmark suite. Each model is designed to predict the intensity of a specific fine-grained emotion from facial expressions. These models are built on top of SigLIP2 image embeddings followed by MLP regression heads.
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  This work is based on the research paper: