For full report, please refer to STAT4012_Project.pdf
We are using FER-2013 dataset from Kaggle, if you wish to train the model, please download and unzip it, then put train and test under emotion_detection/data/
This AI emotion detection solution not only support real time detection, it also allows end-users input a video for detection. For demonstration, we use a video clip from 94th Academy Awards. With sufficient resolutions, the AI could easily detect happy faces.
Please run crypto/preprocessing.ipynb to download and preprocess the data, list of cryptocurrencies data would be saved in crypto/data/