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

Other links

• dog face emotion recognition

• GitHub (https://github.com/iamtomyum/DFER-oneAPI)

Collaborators