creeper00/Fatial-Emotion-Recognization-on-Korean-Emotion

FER on Korean Emotion

FER model tuned with Korean Emotion dataset
Classify emotions into 3 labels: Angry/sad, Happy, Suprise

Backend

finetuned_model.h5 : trained model
project.ipynb : backend server & training code
base_models : model test results

Frontend

vue code for result visualization

1. run backend server in colab
2. set new ip address(colab backend server) to websocket config in frontend/src/component/MainPage.vue
3. run frontend
4. copy-paste youtube url to frontend form
5. watch analysis (you should refresh page for next analysis)

Dataset

• https://aihub.or.kr/aidata/27716

Reference

• https://github.com/yaoing/DAN
• https://github.com/serengil/deepface
• https://github.com/justinshenk/fer
• https://github.com/oarriaga/face_classification