Group Affect Prediction Using Emotion Heatmaps and Scene Information

09/17/2017

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by   Saqib Shamsi, et al.

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In this paper, we describe our work on emotion detection for a group of people in an image. We use an ensemble of a Convolutional Neutral Network (CNN) trained on the emotion heatmaps and a fine-tuned CNN which had been trained on ImageNet data. This work was done for Emotion Recognition in in the Wild (EmotiW) challenge, 2017. Our best submission achieved a test accuracy of 70.64