Dog Face Emotion Recognition
Guancheng Yao
Unknown
A model for dog face emotion recognition ...learn more
Project status: Under Development
oneAPI, Artificial Intelligence
Intel Technologies
oneAPI
Overview / Usage
We present a dataset of canine facial expressions called Dog Face Emotion (DFE). We collected 4000 pictures of pet faces, divided into 4 categories, and the emotion categories are mainly happy, angry, sad and neutral. Among them, each category consists of 1000 dog face pictures. For the proposed dataset, we designed the dog face emotion recognition model (DFER) to study dog face emotions.
Methodology / Approach
Residual Network
SENet
New STEM module
Technologies Used
oneAPI
Repository
https://github.com/iamtomyum/DFER-oneAPI