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  GazeMoE is a lightweight gaze estimation model (14MB decoder) built on top of a frozen **DINOv2 Vit-L/14** backbone. It uses a Mixture-of-Experts (MoE) transformer decoder to predict whether a person's gaze target is inside or outside the camera frame and generates a heatmap for the gaze location.
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  ## Quick Start
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  ### 1. Requirements
 
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  GazeMoE is a lightweight gaze estimation model (14MB decoder) built on top of a frozen **DINOv2 Vit-L/14** backbone. It uses a Mixture-of-Experts (MoE) transformer decoder to predict whether a person's gaze target is inside or outside the camera frame and generates a heatmap for the gaze location.
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+ ---
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+ papers:
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+ - https://arxiv.org/abs/2603.06256
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  ## Quick Start
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  ### 1. Requirements