1 code implementation • 16 Nov 2024 • Arnab Kumar Roy, Hemant Kumar Kathania, Adhitiya Sharma
In this paper, we tackle the issue of data imbalance by incorporating synthetic data augmentation and leveraging the ResEmoteNet model to enhance the overall performance on facial emotion recognition task.
1 code implementation • 1 Sep 2024 • Arnab Kumar Roy, Hemant Kumar Kathania, Adhitiya Sharma, Abhishek Dey, Md. Sarfaraj Alam Ansari
In this work, we propose ResEmoteNet, a novel deep learning architecture for facial emotion recognition designed with the combination of Convolutional, Squeeze-Excitation (SE) and Residual Networks.
Ranked #1 on
Facial Expression Recognition (FER)
on FER2013
(using extra training data)
Facial Emotion Recognition
Facial Expression Recognition (FER)