Can I read AI Facial Emotion Recognition with GANs on EtoBox?
AI Facial Emotion Recognition with GANs by Bharani Kumar is a document available to read on EtoBox.
What is AI Facial Emotion Recognition with GANs about?
The document presents a study on using Generative Adversarial Networks (GAN) for facial emotion recognition, addressing challenges such as data imbalance and overfitting. The proposed Deep Neural Self Attention GAN (DNSAGAN) enhances data augmentation by generating realistic emotional images, resulting in improved model accuracy of 88.64% over 100 epochs. The research emphasizes the importance of data diversity and hyperparameter tuning in training deep learning models for effective real-world applications.
- Author
- Bharani Kumar
- Language
- EN