EmotionScope: Emotion Classifier from scratch using Keras on the Kaggle FER-2013 (Facial Emotion Recognition) Dataset

Note 1: Use (recommended) in order to view the jupyter notebooks (nbviewer loads the notebook really fast compared to GitHub). You can see all the codes and the outputs in nbviewer without running the whole code again.

Note 2: If you want to edit the notebooks and rerun cells, open notebooks in .

Note 3: It has been observed that sometimes both and fail to properly render Table of Contents, media, animations and complex equations for some of the notebooks. In that case, render notebook in itself.

Status of Development:

1. Intro to CNNs
2. Design and Training of Emotion Classifier
3. Deployment of Emotion Classifier
4. EmotionScope App Hosted at Hugging Face Spaces

Results:

1. EmotionScope App Hosted at Hugging Face Spaces

2. EmotionScope App Demo: Upload Your Photo, Unveil Your Emotion!

https://github.com/ancilcleetus/My-Learning-Journey/assets/25684256/28d92daf-923c-445e-a7a1-3bd0b6b28a53

3. Real-time Emotion Prediction on Webcam Video

Future Improvements Envisioned:

1. Deployment in my personal website EmotionScope App